dis_img_path,dis_type,ref_img_path,score KADID-10k/images/I01_01_01.png,GBLUR,KADID-10k/images/I01.png,4.57 KADID-10k/images/I01_01_02.png,GBLUR,KADID-10k/images/I01.png,4.33 KADID-10k/images/I01_01_03.png,GBLUR,KADID-10k/images/I01.png,2.67 KADID-10k/images/I01_01_04.png,GBLUR,KADID-10k/images/I01.png,1.67 KADID-10k/images/I01_01_05.png,GBLUR,KADID-10k/images/I01.png,1.1 KADID-10k/images/I01_02_01.png,Lens_Blur,KADID-10k/images/I01.png,3.83 KADID-10k/images/I01_02_02.png,Lens_Blur,KADID-10k/images/I01.png,2.27 KADID-10k/images/I01_02_03.png,Lens_Blur,KADID-10k/images/I01.png,1.53 KADID-10k/images/I01_02_04.png,Lens_Blur,KADID-10k/images/I01.png,1.23 KADID-10k/images/I01_02_05.png,Lens_Blur,KADID-10k/images/I01.png,1.2 KADID-10k/images/I01_03_01.png,Motion_Blur,KADID-10k/images/I01.png,4.73 KADID-10k/images/I01_03_02.png,Motion_Blur,KADID-10k/images/I01.png,3.97 KADID-10k/images/I01_03_03.png,Motion_Blur,KADID-10k/images/I01.png,2.7 KADID-10k/images/I01_03_04.png,Motion_Blur,KADID-10k/images/I01.png,2.03 KADID-10k/images/I01_03_05.png,Motion_Blur,KADID-10k/images/I01.png,1.5 KADID-10k/images/I01_04_01.png,Color_Diffusion,KADID-10k/images/I01.png,4.73 KADID-10k/images/I01_04_02.png,Color_Diffusion,KADID-10k/images/I01.png,2.17 KADID-10k/images/I01_04_03.png,Color_Diffusion,KADID-10k/images/I01.png,1.37 KADID-10k/images/I01_04_04.png,Color_Diffusion,KADID-10k/images/I01.png,1.5 KADID-10k/images/I01_04_05.png,Color_Diffusion,KADID-10k/images/I01.png,1.47 KADID-10k/images/I01_05_01.png,Color_Shift,KADID-10k/images/I01.png,4 KADID-10k/images/I01_05_02.png,Color_Shift,KADID-10k/images/I01.png,2.2 KADID-10k/images/I01_05_03.png,Color_Shift,KADID-10k/images/I01.png,1.57 KADID-10k/images/I01_05_04.png,Color_Shift,KADID-10k/images/I01.png,1.33 KADID-10k/images/I01_05_05.png,Color_Shift,KADID-10k/images/I01.png,1.6 KADID-10k/images/I01_06_01.png,Color_Quantization,KADID-10k/images/I01.png,4.23 KADID-10k/images/I01_06_02.png,Color_Quantization,KADID-10k/images/I01.png,4.4 KADID-10k/images/I01_06_03.png,Color_Quantization,KADID-10k/images/I01.png,3.9 KADID-10k/images/I01_06_04.png,Color_Quantization,KADID-10k/images/I01.png,2.9 KADID-10k/images/I01_06_05.png,Color_Quantization,KADID-10k/images/I01.png,2.27 KADID-10k/images/I01_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I01.png,2.73 KADID-10k/images/I01_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I01.png,2.5 KADID-10k/images/I01_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I01.png,2.27 KADID-10k/images/I01_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I01.png,2.47 KADID-10k/images/I01_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I01.png,2.2 KADID-10k/images/I01_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I01.png,4.7 KADID-10k/images/I01_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I01.png,3.77 KADID-10k/images/I01_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I01.png,2.73 KADID-10k/images/I01_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I01.png,1.97 KADID-10k/images/I01_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I01.png,1.67 KADID-10k/images/I01_09_01.png,JP2K,KADID-10k/images/I01.png,4.6 KADID-10k/images/I01_09_02.png,JP2K,KADID-10k/images/I01.png,4.67 KADID-10k/images/I01_09_03.png,JP2K,KADID-10k/images/I01.png,4.4 KADID-10k/images/I01_09_04.png,JP2K,KADID-10k/images/I01.png,2.9 KADID-10k/images/I01_09_05.png,JP2K,KADID-10k/images/I01.png,1.37 KADID-10k/images/I01_10_01.png,JPEG,KADID-10k/images/I01.png,4.37 KADID-10k/images/I01_10_02.png,JPEG,KADID-10k/images/I01.png,3.93 KADID-10k/images/I01_10_03.png,JPEG,KADID-10k/images/I01.png,3.77 KADID-10k/images/I01_10_04.png,JPEG,KADID-10k/images/I01.png,1.58 KADID-10k/images/I01_10_05.png,JPEG,KADID-10k/images/I01.png,1.17 KADID-10k/images/I01_11_01.png,AWGN,KADID-10k/images/I01.png,4.03 KADID-10k/images/I01_11_02.png,AWGN,KADID-10k/images/I01.png,3.27 KADID-10k/images/I01_11_03.png,AWGN,KADID-10k/images/I01.png,2.67 KADID-10k/images/I01_11_04.png,AWGN,KADID-10k/images/I01.png,2.27 KADID-10k/images/I01_11_05.png,AWGN,KADID-10k/images/I01.png,2.37 KADID-10k/images/I01_12_01.png,AWGN_YCbCr,KADID-10k/images/I01.png,4.43 KADID-10k/images/I01_12_02.png,AWGN_YCbCr,KADID-10k/images/I01.png,3.7 KADID-10k/images/I01_12_03.png,AWGN_YCbCr,KADID-10k/images/I01.png,2.77 KADID-10k/images/I01_12_04.png,AWGN_YCbCr,KADID-10k/images/I01.png,2.37 KADID-10k/images/I01_12_05.png,AWGN_YCbCr,KADID-10k/images/I01.png,1.97 KADID-10k/images/I01_13_01.png,Impulse_Noise,KADID-10k/images/I01.png,3.67 KADID-10k/images/I01_13_02.png,Impulse_Noise,KADID-10k/images/I01.png,2.87 KADID-10k/images/I01_13_03.png,Impulse_Noise,KADID-10k/images/I01.png,2.6 KADID-10k/images/I01_13_04.png,Impulse_Noise,KADID-10k/images/I01.png,2.07 KADID-10k/images/I01_13_05.png,Impulse_Noise,KADID-10k/images/I01.png,2.03 KADID-10k/images/I01_14_01.png,Multiplicative_Noise,KADID-10k/images/I01.png,4.57 KADID-10k/images/I01_14_02.png,Multiplicative_Noise,KADID-10k/images/I01.png,3.57 KADID-10k/images/I01_14_03.png,Multiplicative_Noise,KADID-10k/images/I01.png,3.13 KADID-10k/images/I01_14_04.png,Multiplicative_Noise,KADID-10k/images/I01.png,2.5 KADID-10k/images/I01_14_05.png,Multiplicative_Noise,KADID-10k/images/I01.png,2.27 KADID-10k/images/I01_15_01.png,Denoising,KADID-10k/images/I01.png,3.57 KADID-10k/images/I01_15_02.png,Denoising,KADID-10k/images/I01.png,2.63 KADID-10k/images/I01_15_03.png,Denoising,KADID-10k/images/I01.png,1.77 KADID-10k/images/I01_15_04.png,Denoising,KADID-10k/images/I01.png,1.4 KADID-10k/images/I01_15_05.png,Denoising,KADID-10k/images/I01.png,1.33 KADID-10k/images/I01_16_01.png,Brighten,KADID-10k/images/I01.png,4.37 KADID-10k/images/I01_16_02.png,Brighten,KADID-10k/images/I01.png,4.47 KADID-10k/images/I01_16_03.png,Brighten,KADID-10k/images/I01.png,3.94 KADID-10k/images/I01_16_04.png,Brighten,KADID-10k/images/I01.png,3.17 KADID-10k/images/I01_16_05.png,Brighten,KADID-10k/images/I01.png,2.18 KADID-10k/images/I01_17_01.png,Darken,KADID-10k/images/I01.png,4.5 KADID-10k/images/I01_17_02.png,Darken,KADID-10k/images/I01.png,4.57 KADID-10k/images/I01_17_03.png,Darken,KADID-10k/images/I01.png,4.33 KADID-10k/images/I01_17_04.png,Darken,KADID-10k/images/I01.png,3.4 KADID-10k/images/I01_17_05.png,Darken,KADID-10k/images/I01.png,2.13 KADID-10k/images/I01_18_01.png,Mean_Shift,KADID-10k/images/I01.png,4.5 KADID-10k/images/I01_18_02.png,Mean_Shift,KADID-10k/images/I01.png,4.57 KADID-10k/images/I01_18_03.png,Mean_Shift,KADID-10k/images/I01.png,4.57 KADID-10k/images/I01_18_04.png,Mean_Shift,KADID-10k/images/I01.png,4.37 KADID-10k/images/I01_18_05.png,Mean_Shift,KADID-10k/images/I01.png,3.97 KADID-10k/images/I01_19_01.png,Jitter,KADID-10k/images/I01.png,4.53 KADID-10k/images/I01_19_02.png,Jitter,KADID-10k/images/I01.png,3.93 KADID-10k/images/I01_19_03.png,Jitter,KADID-10k/images/I01.png,2.77 KADID-10k/images/I01_19_04.png,Jitter,KADID-10k/images/I01.png,1.53 KADID-10k/images/I01_19_05.png,Jitter,KADID-10k/images/I01.png,1.37 KADID-10k/images/I01_20_01.png,Non-eccentricity_patch,KADID-10k/images/I01.png,4.53 KADID-10k/images/I01_20_02.png,Non-eccentricity_patch,KADID-10k/images/I01.png,3.9 KADID-10k/images/I01_20_03.png,Non-eccentricity_patch,KADID-10k/images/I01.png,4 KADID-10k/images/I01_20_04.png,Non-eccentricity_patch,KADID-10k/images/I01.png,3.33 KADID-10k/images/I01_20_05.png,Non-eccentricity_patch,KADID-10k/images/I01.png,3.23 KADID-10k/images/I01_21_01.png,Pixelate,KADID-10k/images/I01.png,3.37 KADID-10k/images/I01_21_02.png,Pixelate,KADID-10k/images/I01.png,2.57 KADID-10k/images/I01_21_03.png,Pixelate,KADID-10k/images/I01.png,2.03 KADID-10k/images/I01_21_04.png,Pixelate,KADID-10k/images/I01.png,2.13 KADID-10k/images/I01_21_05.png,Pixelate,KADID-10k/images/I01.png,1.43 KADID-10k/images/I01_22_01.png,Quantization,KADID-10k/images/I01.png,4.63 KADID-10k/images/I01_22_02.png,Quantization,KADID-10k/images/I01.png,4 KADID-10k/images/I01_22_03.png,Quantization,KADID-10k/images/I01.png,4 KADID-10k/images/I01_22_04.png,Quantization,KADID-10k/images/I01.png,3.2 KADID-10k/images/I01_22_05.png,Quantization,KADID-10k/images/I01.png,2.2 KADID-10k/images/I01_23_01.png,Color_Block,KADID-10k/images/I01.png,2.73 KADID-10k/images/I01_23_02.png,Color_Block,KADID-10k/images/I01.png,2.17 KADID-10k/images/I01_23_03.png,Color_Block,KADID-10k/images/I01.png,2.2 KADID-10k/images/I01_23_04.png,Color_Block,KADID-10k/images/I01.png,2.37 KADID-10k/images/I01_23_05.png,Color_Block,KADID-10k/images/I01.png,1.57 KADID-10k/images/I01_24_01.png,High_Sharpen,KADID-10k/images/I01.png,3.57 KADID-10k/images/I01_24_02.png,High_Sharpen,KADID-10k/images/I01.png,2.5 KADID-10k/images/I01_24_03.png,High_Sharpen,KADID-10k/images/I01.png,1.87 KADID-10k/images/I01_24_04.png,High_Sharpen,KADID-10k/images/I01.png,1.6 KADID-10k/images/I01_24_05.png,High_Sharpen,KADID-10k/images/I01.png,1.4 KADID-10k/images/I01_25_01.png,Contrast Dist.,KADID-10k/images/I01.png,3.43 KADID-10k/images/I01_25_02.png,Contrast Dist.,KADID-10k/images/I01.png,3.87 KADID-10k/images/I01_25_03.png,Contrast Dist.,KADID-10k/images/I01.png,4.26 KADID-10k/images/I01_25_04.png,Contrast Dist.,KADID-10k/images/I01.png,4.17 KADID-10k/images/I01_25_05.png,Contrast Dist.,KADID-10k/images/I01.png,3.27 KADID-10k/images/I02_01_01.png,GBLUR,KADID-10k/images/I02.png,4.5 KADID-10k/images/I02_01_02.png,GBLUR,KADID-10k/images/I02.png,4.17 KADID-10k/images/I02_01_03.png,GBLUR,KADID-10k/images/I02.png,2.07 KADID-10k/images/I02_01_04.png,GBLUR,KADID-10k/images/I02.png,1.57 KADID-10k/images/I02_01_05.png,GBLUR,KADID-10k/images/I02.png,1.27 KADID-10k/images/I02_02_01.png,Lens_Blur,KADID-10k/images/I02.png,3.2 KADID-10k/images/I02_02_02.png,Lens_Blur,KADID-10k/images/I02.png,2.27 KADID-10k/images/I02_02_03.png,Lens_Blur,KADID-10k/images/I02.png,1.57 KADID-10k/images/I02_02_04.png,Lens_Blur,KADID-10k/images/I02.png,1.17 KADID-10k/images/I02_02_05.png,Lens_Blur,KADID-10k/images/I02.png,1 KADID-10k/images/I02_03_01.png,Motion_Blur,KADID-10k/images/I02.png,4.6 KADID-10k/images/I02_03_02.png,Motion_Blur,KADID-10k/images/I02.png,3.77 KADID-10k/images/I02_03_03.png,Motion_Blur,KADID-10k/images/I02.png,2.33 KADID-10k/images/I02_03_04.png,Motion_Blur,KADID-10k/images/I02.png,1.8 KADID-10k/images/I02_03_05.png,Motion_Blur,KADID-10k/images/I02.png,1.2 KADID-10k/images/I02_04_01.png,Color_Diffusion,KADID-10k/images/I02.png,4.3 KADID-10k/images/I02_04_02.png,Color_Diffusion,KADID-10k/images/I02.png,2.67 KADID-10k/images/I02_04_03.png,Color_Diffusion,KADID-10k/images/I02.png,1.87 KADID-10k/images/I02_04_04.png,Color_Diffusion,KADID-10k/images/I02.png,1.77 KADID-10k/images/I02_04_05.png,Color_Diffusion,KADID-10k/images/I02.png,1.53 KADID-10k/images/I02_05_01.png,Color_Shift,KADID-10k/images/I02.png,3.77 KADID-10k/images/I02_05_02.png,Color_Shift,KADID-10k/images/I02.png,1.8 KADID-10k/images/I02_05_03.png,Color_Shift,KADID-10k/images/I02.png,1.33 KADID-10k/images/I02_05_04.png,Color_Shift,KADID-10k/images/I02.png,1.37 KADID-10k/images/I02_05_05.png,Color_Shift,KADID-10k/images/I02.png,1.47 KADID-10k/images/I02_06_01.png,Color_Quantization,KADID-10k/images/I02.png,4.2 KADID-10k/images/I02_06_02.png,Color_Quantization,KADID-10k/images/I02.png,4.07 KADID-10k/images/I02_06_03.png,Color_Quantization,KADID-10k/images/I02.png,3.97 KADID-10k/images/I02_06_04.png,Color_Quantization,KADID-10k/images/I02.png,3.7 KADID-10k/images/I02_06_05.png,Color_Quantization,KADID-10k/images/I02.png,2.63 KADID-10k/images/I02_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I02.png,2.47 KADID-10k/images/I02_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I02.png,2.37 KADID-10k/images/I02_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I02.png,2.06 KADID-10k/images/I02_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I02.png,1.97 KADID-10k/images/I02_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I02.png,1.53 KADID-10k/images/I02_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I02.png,4.4 KADID-10k/images/I02_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I02.png,3.4 KADID-10k/images/I02_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I02.png,3.06 KADID-10k/images/I02_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I02.png,1.97 KADID-10k/images/I02_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I02.png,1.37 KADID-10k/images/I02_09_01.png,JP2K,KADID-10k/images/I02.png,4.57 KADID-10k/images/I02_09_02.png,JP2K,KADID-10k/images/I02.png,3.73 KADID-10k/images/I02_09_03.png,JP2K,KADID-10k/images/I02.png,3.07 KADID-10k/images/I02_09_04.png,JP2K,KADID-10k/images/I02.png,1.53 KADID-10k/images/I02_09_05.png,JP2K,KADID-10k/images/I02.png,1.27 KADID-10k/images/I02_10_01.png,JPEG,KADID-10k/images/I02.png,4.6 KADID-10k/images/I02_10_02.png,JPEG,KADID-10k/images/I02.png,4.33 KADID-10k/images/I02_10_03.png,JPEG,KADID-10k/images/I02.png,4.13 KADID-10k/images/I02_10_04.png,JPEG,KADID-10k/images/I02.png,2.6 KADID-10k/images/I02_10_05.png,JPEG,KADID-10k/images/I02.png,1.6 KADID-10k/images/I02_11_01.png,AWGN,KADID-10k/images/I02.png,4.27 KADID-10k/images/I02_11_02.png,AWGN,KADID-10k/images/I02.png,3.7 KADID-10k/images/I02_11_03.png,AWGN,KADID-10k/images/I02.png,3.4 KADID-10k/images/I02_11_04.png,AWGN,KADID-10k/images/I02.png,2.73 KADID-10k/images/I02_11_05.png,AWGN,KADID-10k/images/I02.png,2.3 KADID-10k/images/I02_12_01.png,AWGN_YCbCr,KADID-10k/images/I02.png,4.63 KADID-10k/images/I02_12_02.png,AWGN_YCbCr,KADID-10k/images/I02.png,4.06 KADID-10k/images/I02_12_03.png,AWGN_YCbCr,KADID-10k/images/I02.png,3.67 KADID-10k/images/I02_12_04.png,AWGN_YCbCr,KADID-10k/images/I02.png,2.6 KADID-10k/images/I02_12_05.png,AWGN_YCbCr,KADID-10k/images/I02.png,2.37 KADID-10k/images/I02_13_01.png,Impulse_Noise,KADID-10k/images/I02.png,4.2 KADID-10k/images/I02_13_02.png,Impulse_Noise,KADID-10k/images/I02.png,3.33 KADID-10k/images/I02_13_03.png,Impulse_Noise,KADID-10k/images/I02.png,2.73 KADID-10k/images/I02_13_04.png,Impulse_Noise,KADID-10k/images/I02.png,2.53 KADID-10k/images/I02_13_05.png,Impulse_Noise,KADID-10k/images/I02.png,1.97 KADID-10k/images/I02_14_01.png,Multiplicative_Noise,KADID-10k/images/I02.png,4.33 KADID-10k/images/I02_14_02.png,Multiplicative_Noise,KADID-10k/images/I02.png,3.37 KADID-10k/images/I02_14_03.png,Multiplicative_Noise,KADID-10k/images/I02.png,2.7 KADID-10k/images/I02_14_04.png,Multiplicative_Noise,KADID-10k/images/I02.png,2.33 KADID-10k/images/I02_14_05.png,Multiplicative_Noise,KADID-10k/images/I02.png,2 KADID-10k/images/I02_15_01.png,Denoising,KADID-10k/images/I02.png,3.57 KADID-10k/images/I02_15_02.png,Denoising,KADID-10k/images/I02.png,2.77 KADID-10k/images/I02_15_03.png,Denoising,KADID-10k/images/I02.png,2.03 KADID-10k/images/I02_15_04.png,Denoising,KADID-10k/images/I02.png,1.5 KADID-10k/images/I02_15_05.png,Denoising,KADID-10k/images/I02.png,1.5 KADID-10k/images/I02_16_01.png,Brighten,KADID-10k/images/I02.png,4.4 KADID-10k/images/I02_16_02.png,Brighten,KADID-10k/images/I02.png,4.4 KADID-10k/images/I02_16_03.png,Brighten,KADID-10k/images/I02.png,3.77 KADID-10k/images/I02_16_04.png,Brighten,KADID-10k/images/I02.png,2.9 KADID-10k/images/I02_16_05.png,Brighten,KADID-10k/images/I02.png,1.83 KADID-10k/images/I02_17_01.png,Darken,KADID-10k/images/I02.png,4.5 KADID-10k/images/I02_17_02.png,Darken,KADID-10k/images/I02.png,4.63 KADID-10k/images/I02_17_03.png,Darken,KADID-10k/images/I02.png,4.33 KADID-10k/images/I02_17_04.png,Darken,KADID-10k/images/I02.png,3.63 KADID-10k/images/I02_17_05.png,Darken,KADID-10k/images/I02.png,1.9 KADID-10k/images/I02_18_01.png,Mean_Shift,KADID-10k/images/I02.png,4.13 KADID-10k/images/I02_18_02.png,Mean_Shift,KADID-10k/images/I02.png,4.63 KADID-10k/images/I02_18_03.png,Mean_Shift,KADID-10k/images/I02.png,4.73 KADID-10k/images/I02_18_04.png,Mean_Shift,KADID-10k/images/I02.png,4.33 KADID-10k/images/I02_18_05.png,Mean_Shift,KADID-10k/images/I02.png,4.03 KADID-10k/images/I02_19_01.png,Jitter,KADID-10k/images/I02.png,4.17 KADID-10k/images/I02_19_02.png,Jitter,KADID-10k/images/I02.png,4 KADID-10k/images/I02_19_03.png,Jitter,KADID-10k/images/I02.png,3.23 KADID-10k/images/I02_19_04.png,Jitter,KADID-10k/images/I02.png,1.57 KADID-10k/images/I02_19_05.png,Jitter,KADID-10k/images/I02.png,1.3 KADID-10k/images/I02_20_01.png,Non-eccentricity_patch,KADID-10k/images/I02.png,4.5 KADID-10k/images/I02_20_02.png,Non-eccentricity_patch,KADID-10k/images/I02.png,4.47 KADID-10k/images/I02_20_03.png,Non-eccentricity_patch,KADID-10k/images/I02.png,4.4 KADID-10k/images/I02_20_04.png,Non-eccentricity_patch,KADID-10k/images/I02.png,3.83 KADID-10k/images/I02_20_05.png,Non-eccentricity_patch,KADID-10k/images/I02.png,4.4 KADID-10k/images/I02_21_01.png,Pixelate,KADID-10k/images/I02.png,4.2 KADID-10k/images/I02_21_02.png,Pixelate,KADID-10k/images/I02.png,3.23 KADID-10k/images/I02_21_03.png,Pixelate,KADID-10k/images/I02.png,3.13 KADID-10k/images/I02_21_04.png,Pixelate,KADID-10k/images/I02.png,2.67 KADID-10k/images/I02_21_05.png,Pixelate,KADID-10k/images/I02.png,1.37 KADID-10k/images/I02_22_01.png,Quantization,KADID-10k/images/I02.png,4.73 KADID-10k/images/I02_22_02.png,Quantization,KADID-10k/images/I02.png,4.26 KADID-10k/images/I02_22_03.png,Quantization,KADID-10k/images/I02.png,4.4 KADID-10k/images/I02_22_04.png,Quantization,KADID-10k/images/I02.png,3.93 KADID-10k/images/I02_22_05.png,Quantization,KADID-10k/images/I02.png,3.2 KADID-10k/images/I02_23_01.png,Color_Block,KADID-10k/images/I02.png,2.1 KADID-10k/images/I02_23_02.png,Color_Block,KADID-10k/images/I02.png,2.7 KADID-10k/images/I02_23_03.png,Color_Block,KADID-10k/images/I02.png,2.27 KADID-10k/images/I02_23_04.png,Color_Block,KADID-10k/images/I02.png,2.2 KADID-10k/images/I02_23_05.png,Color_Block,KADID-10k/images/I02.png,2.07 KADID-10k/images/I02_24_01.png,High_Sharpen,KADID-10k/images/I02.png,3.07 KADID-10k/images/I02_24_02.png,High_Sharpen,KADID-10k/images/I02.png,1.93 KADID-10k/images/I02_24_03.png,High_Sharpen,KADID-10k/images/I02.png,1.47 KADID-10k/images/I02_24_04.png,High_Sharpen,KADID-10k/images/I02.png,1.23 KADID-10k/images/I02_24_05.png,High_Sharpen,KADID-10k/images/I02.png,1.2 KADID-10k/images/I02_25_01.png,Contrast Dist.,KADID-10k/images/I02.png,3.37 KADID-10k/images/I02_25_02.png,Contrast Dist.,KADID-10k/images/I02.png,3.7 KADID-10k/images/I02_25_03.png,Contrast Dist.,KADID-10k/images/I02.png,4.27 KADID-10k/images/I02_25_04.png,Contrast Dist.,KADID-10k/images/I02.png,4.1 KADID-10k/images/I02_25_05.png,Contrast Dist.,KADID-10k/images/I02.png,3.33 KADID-10k/images/I03_01_01.png,GBLUR,KADID-10k/images/I03.png,4.7 KADID-10k/images/I03_01_02.png,GBLUR,KADID-10k/images/I03.png,4.63 KADID-10k/images/I03_01_03.png,GBLUR,KADID-10k/images/I03.png,3 KADID-10k/images/I03_01_04.png,GBLUR,KADID-10k/images/I03.png,1.83 KADID-10k/images/I03_01_05.png,GBLUR,KADID-10k/images/I03.png,1.17 KADID-10k/images/I03_02_01.png,Lens_Blur,KADID-10k/images/I03.png,4.03 KADID-10k/images/I03_02_02.png,Lens_Blur,KADID-10k/images/I03.png,2.7 KADID-10k/images/I03_02_03.png,Lens_Blur,KADID-10k/images/I03.png,1.7 KADID-10k/images/I03_02_04.png,Lens_Blur,KADID-10k/images/I03.png,1.47 KADID-10k/images/I03_02_05.png,Lens_Blur,KADID-10k/images/I03.png,1.23 KADID-10k/images/I03_03_01.png,Motion_Blur,KADID-10k/images/I03.png,4.6 KADID-10k/images/I03_03_02.png,Motion_Blur,KADID-10k/images/I03.png,4.37 KADID-10k/images/I03_03_03.png,Motion_Blur,KADID-10k/images/I03.png,2.93 KADID-10k/images/I03_03_04.png,Motion_Blur,KADID-10k/images/I03.png,2.23 KADID-10k/images/I03_03_05.png,Motion_Blur,KADID-10k/images/I03.png,1.63 KADID-10k/images/I03_04_01.png,Color_Diffusion,KADID-10k/images/I03.png,4.6 KADID-10k/images/I03_04_02.png,Color_Diffusion,KADID-10k/images/I03.png,2.9 KADID-10k/images/I03_04_03.png,Color_Diffusion,KADID-10k/images/I03.png,1.53 KADID-10k/images/I03_04_04.png,Color_Diffusion,KADID-10k/images/I03.png,1.2 KADID-10k/images/I03_04_05.png,Color_Diffusion,KADID-10k/images/I03.png,1.1 KADID-10k/images/I03_05_01.png,Color_Shift,KADID-10k/images/I03.png,4.78 KADID-10k/images/I03_05_02.png,Color_Shift,KADID-10k/images/I03.png,2.65 KADID-10k/images/I03_05_03.png,Color_Shift,KADID-10k/images/I03.png,2 KADID-10k/images/I03_05_04.png,Color_Shift,KADID-10k/images/I03.png,1.87 KADID-10k/images/I03_05_05.png,Color_Shift,KADID-10k/images/I03.png,2.23 KADID-10k/images/I03_06_01.png,Color_Quantization,KADID-10k/images/I03.png,4 KADID-10k/images/I03_06_02.png,Color_Quantization,KADID-10k/images/I03.png,3.8 KADID-10k/images/I03_06_03.png,Color_Quantization,KADID-10k/images/I03.png,3.33 KADID-10k/images/I03_06_04.png,Color_Quantization,KADID-10k/images/I03.png,2.83 KADID-10k/images/I03_06_05.png,Color_Quantization,KADID-10k/images/I03.png,1.77 KADID-10k/images/I03_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I03.png,2.37 KADID-10k/images/I03_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I03.png,1.67 KADID-10k/images/I03_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I03.png,1.43 KADID-10k/images/I03_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I03.png,1.53 KADID-10k/images/I03_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I03.png,1.47 KADID-10k/images/I03_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I03.png,4.53 KADID-10k/images/I03_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I03.png,3.13 KADID-10k/images/I03_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I03.png,2.47 KADID-10k/images/I03_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I03.png,1.37 KADID-10k/images/I03_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I03.png,1.23 KADID-10k/images/I03_09_01.png,JP2K,KADID-10k/images/I03.png,4.4 KADID-10k/images/I03_09_02.png,JP2K,KADID-10k/images/I03.png,3.6 KADID-10k/images/I03_09_03.png,JP2K,KADID-10k/images/I03.png,3.1 KADID-10k/images/I03_09_04.png,JP2K,KADID-10k/images/I03.png,1.77 KADID-10k/images/I03_09_05.png,JP2K,KADID-10k/images/I03.png,1.1 KADID-10k/images/I03_10_01.png,JPEG,KADID-10k/images/I03.png,4.47 KADID-10k/images/I03_10_02.png,JPEG,KADID-10k/images/I03.png,4.17 KADID-10k/images/I03_10_03.png,JPEG,KADID-10k/images/I03.png,3.7 KADID-10k/images/I03_10_04.png,JPEG,KADID-10k/images/I03.png,2.23 KADID-10k/images/I03_10_05.png,JPEG,KADID-10k/images/I03.png,1.53 KADID-10k/images/I03_11_01.png,AWGN,KADID-10k/images/I03.png,3.97 KADID-10k/images/I03_11_02.png,AWGN,KADID-10k/images/I03.png,3.6 KADID-10k/images/I03_11_03.png,AWGN,KADID-10k/images/I03.png,3.27 KADID-10k/images/I03_11_04.png,AWGN,KADID-10k/images/I03.png,2.93 KADID-10k/images/I03_11_05.png,AWGN,KADID-10k/images/I03.png,2.5 KADID-10k/images/I03_12_01.png,AWGN_YCbCr,KADID-10k/images/I03.png,4.57 KADID-10k/images/I03_12_02.png,AWGN_YCbCr,KADID-10k/images/I03.png,3.87 KADID-10k/images/I03_12_03.png,AWGN_YCbCr,KADID-10k/images/I03.png,3.17 KADID-10k/images/I03_12_04.png,AWGN_YCbCr,KADID-10k/images/I03.png,2.9 KADID-10k/images/I03_12_05.png,AWGN_YCbCr,KADID-10k/images/I03.png,2.6 KADID-10k/images/I03_13_01.png,Impulse_Noise,KADID-10k/images/I03.png,4.4 KADID-10k/images/I03_13_02.png,Impulse_Noise,KADID-10k/images/I03.png,3.57 KADID-10k/images/I03_13_03.png,Impulse_Noise,KADID-10k/images/I03.png,2.83 KADID-10k/images/I03_13_04.png,Impulse_Noise,KADID-10k/images/I03.png,2.3 KADID-10k/images/I03_13_05.png,Impulse_Noise,KADID-10k/images/I03.png,2.4 KADID-10k/images/I03_14_01.png,Multiplicative_Noise,KADID-10k/images/I03.png,4.4 KADID-10k/images/I03_14_02.png,Multiplicative_Noise,KADID-10k/images/I03.png,3.5 KADID-10k/images/I03_14_03.png,Multiplicative_Noise,KADID-10k/images/I03.png,3.03 KADID-10k/images/I03_14_04.png,Multiplicative_Noise,KADID-10k/images/I03.png,2.53 KADID-10k/images/I03_14_05.png,Multiplicative_Noise,KADID-10k/images/I03.png,2.17 KADID-10k/images/I03_15_01.png,Denoising,KADID-10k/images/I03.png,4.13 KADID-10k/images/I03_15_02.png,Denoising,KADID-10k/images/I03.png,3.3 KADID-10k/images/I03_15_03.png,Denoising,KADID-10k/images/I03.png,2.53 KADID-10k/images/I03_15_04.png,Denoising,KADID-10k/images/I03.png,1.9 KADID-10k/images/I03_15_05.png,Denoising,KADID-10k/images/I03.png,1.43 KADID-10k/images/I03_16_01.png,Brighten,KADID-10k/images/I03.png,4.37 KADID-10k/images/I03_16_02.png,Brighten,KADID-10k/images/I03.png,4.27 KADID-10k/images/I03_16_03.png,Brighten,KADID-10k/images/I03.png,2.87 KADID-10k/images/I03_16_04.png,Brighten,KADID-10k/images/I03.png,2.3 KADID-10k/images/I03_16_05.png,Brighten,KADID-10k/images/I03.png,1.4 KADID-10k/images/I03_17_01.png,Darken,KADID-10k/images/I03.png,4.5 KADID-10k/images/I03_17_02.png,Darken,KADID-10k/images/I03.png,4.63 KADID-10k/images/I03_17_03.png,Darken,KADID-10k/images/I03.png,4.4 KADID-10k/images/I03_17_04.png,Darken,KADID-10k/images/I03.png,3.67 KADID-10k/images/I03_17_05.png,Darken,KADID-10k/images/I03.png,2.77 KADID-10k/images/I03_18_01.png,Mean_Shift,KADID-10k/images/I03.png,4.23 KADID-10k/images/I03_18_02.png,Mean_Shift,KADID-10k/images/I03.png,4.73 KADID-10k/images/I03_18_03.png,Mean_Shift,KADID-10k/images/I03.png,4.5 KADID-10k/images/I03_18_04.png,Mean_Shift,KADID-10k/images/I03.png,4.47 KADID-10k/images/I03_18_05.png,Mean_Shift,KADID-10k/images/I03.png,4.2 KADID-10k/images/I03_19_01.png,Jitter,KADID-10k/images/I03.png,4.17 KADID-10k/images/I03_19_02.png,Jitter,KADID-10k/images/I03.png,3.33 KADID-10k/images/I03_19_03.png,Jitter,KADID-10k/images/I03.png,3.17 KADID-10k/images/I03_19_04.png,Jitter,KADID-10k/images/I03.png,1.77 KADID-10k/images/I03_19_05.png,Jitter,KADID-10k/images/I03.png,1.37 KADID-10k/images/I03_20_01.png,Non-eccentricity_patch,KADID-10k/images/I03.png,4.37 KADID-10k/images/I03_20_02.png,Non-eccentricity_patch,KADID-10k/images/I03.png,4.67 KADID-10k/images/I03_20_03.png,Non-eccentricity_patch,KADID-10k/images/I03.png,4.23 KADID-10k/images/I03_20_04.png,Non-eccentricity_patch,KADID-10k/images/I03.png,4.17 KADID-10k/images/I03_20_05.png,Non-eccentricity_patch,KADID-10k/images/I03.png,3.63 KADID-10k/images/I03_21_01.png,Pixelate,KADID-10k/images/I03.png,3.97 KADID-10k/images/I03_21_02.png,Pixelate,KADID-10k/images/I03.png,2.8 KADID-10k/images/I03_21_03.png,Pixelate,KADID-10k/images/I03.png,2.73 KADID-10k/images/I03_21_04.png,Pixelate,KADID-10k/images/I03.png,2.87 KADID-10k/images/I03_21_05.png,Pixelate,KADID-10k/images/I03.png,1.39 KADID-10k/images/I03_22_01.png,Quantization,KADID-10k/images/I03.png,4.4 KADID-10k/images/I03_22_02.png,Quantization,KADID-10k/images/I03.png,4.6 KADID-10k/images/I03_22_03.png,Quantization,KADID-10k/images/I03.png,4.23 KADID-10k/images/I03_22_04.png,Quantization,KADID-10k/images/I03.png,4.07 KADID-10k/images/I03_22_05.png,Quantization,KADID-10k/images/I03.png,4 KADID-10k/images/I03_23_01.png,Color_Block,KADID-10k/images/I03.png,3.2 KADID-10k/images/I03_23_02.png,Color_Block,KADID-10k/images/I03.png,2.3 KADID-10k/images/I03_23_03.png,Color_Block,KADID-10k/images/I03.png,2.47 KADID-10k/images/I03_23_04.png,Color_Block,KADID-10k/images/I03.png,2.1 KADID-10k/images/I03_23_05.png,Color_Block,KADID-10k/images/I03.png,2.2 KADID-10k/images/I03_24_01.png,High_Sharpen,KADID-10k/images/I03.png,3.67 KADID-10k/images/I03_24_02.png,High_Sharpen,KADID-10k/images/I03.png,2.47 KADID-10k/images/I03_24_03.png,High_Sharpen,KADID-10k/images/I03.png,1.9 KADID-10k/images/I03_24_04.png,High_Sharpen,KADID-10k/images/I03.png,1.4 KADID-10k/images/I03_24_05.png,High_Sharpen,KADID-10k/images/I03.png,1.13 KADID-10k/images/I03_25_01.png,Contrast Dist.,KADID-10k/images/I03.png,3.67 KADID-10k/images/I03_25_02.png,Contrast Dist.,KADID-10k/images/I03.png,3.84 KADID-10k/images/I03_25_03.png,Contrast Dist.,KADID-10k/images/I03.png,4.63 KADID-10k/images/I03_25_04.png,Contrast Dist.,KADID-10k/images/I03.png,4.4 KADID-10k/images/I03_25_05.png,Contrast Dist.,KADID-10k/images/I03.png,3.67 KADID-10k/images/I04_01_01.png,GBLUR,KADID-10k/images/I04.png,4.77 KADID-10k/images/I04_01_02.png,GBLUR,KADID-10k/images/I04.png,4.3 KADID-10k/images/I04_01_03.png,GBLUR,KADID-10k/images/I04.png,2.5 KADID-10k/images/I04_01_04.png,GBLUR,KADID-10k/images/I04.png,1.57 KADID-10k/images/I04_01_05.png,GBLUR,KADID-10k/images/I04.png,1.2 KADID-10k/images/I04_02_01.png,Lens_Blur,KADID-10k/images/I04.png,3.57 KADID-10k/images/I04_02_02.png,Lens_Blur,KADID-10k/images/I04.png,2.43 KADID-10k/images/I04_02_03.png,Lens_Blur,KADID-10k/images/I04.png,1.5 KADID-10k/images/I04_02_04.png,Lens_Blur,KADID-10k/images/I04.png,1.43 KADID-10k/images/I04_02_05.png,Lens_Blur,KADID-10k/images/I04.png,1.2 KADID-10k/images/I04_03_01.png,Motion_Blur,KADID-10k/images/I04.png,4.7 KADID-10k/images/I04_03_02.png,Motion_Blur,KADID-10k/images/I04.png,4.17 KADID-10k/images/I04_03_03.png,Motion_Blur,KADID-10k/images/I04.png,2.63 KADID-10k/images/I04_03_04.png,Motion_Blur,KADID-10k/images/I04.png,1.93 KADID-10k/images/I04_03_05.png,Motion_Blur,KADID-10k/images/I04.png,1.6 KADID-10k/images/I04_04_01.png,Color_Diffusion,KADID-10k/images/I04.png,4.33 KADID-10k/images/I04_04_02.png,Color_Diffusion,KADID-10k/images/I04.png,3.07 KADID-10k/images/I04_04_03.png,Color_Diffusion,KADID-10k/images/I04.png,2.37 KADID-10k/images/I04_04_04.png,Color_Diffusion,KADID-10k/images/I04.png,1.97 KADID-10k/images/I04_04_05.png,Color_Diffusion,KADID-10k/images/I04.png,1.67 KADID-10k/images/I04_05_01.png,Color_Shift,KADID-10k/images/I04.png,3.7 KADID-10k/images/I04_05_02.png,Color_Shift,KADID-10k/images/I04.png,1.83 KADID-10k/images/I04_05_03.png,Color_Shift,KADID-10k/images/I04.png,1.93 KADID-10k/images/I04_05_04.png,Color_Shift,KADID-10k/images/I04.png,1.43 KADID-10k/images/I04_05_05.png,Color_Shift,KADID-10k/images/I04.png,1.47 KADID-10k/images/I04_06_01.png,Color_Quantization,KADID-10k/images/I04.png,4.37 KADID-10k/images/I04_06_02.png,Color_Quantization,KADID-10k/images/I04.png,4.43 KADID-10k/images/I04_06_03.png,Color_Quantization,KADID-10k/images/I04.png,3.83 KADID-10k/images/I04_06_04.png,Color_Quantization,KADID-10k/images/I04.png,3.47 KADID-10k/images/I04_06_05.png,Color_Quantization,KADID-10k/images/I04.png,2.73 KADID-10k/images/I04_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I04.png,2.7 KADID-10k/images/I04_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I04.png,2.63 KADID-10k/images/I04_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I04.png,2.7 KADID-10k/images/I04_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I04.png,2.57 KADID-10k/images/I04_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I04.png,2.16 KADID-10k/images/I04_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I04.png,4.7 KADID-10k/images/I04_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I04.png,3.43 KADID-10k/images/I04_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I04.png,3.13 KADID-10k/images/I04_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I04.png,2.33 KADID-10k/images/I04_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I04.png,1.83 KADID-10k/images/I04_09_01.png,JP2K,KADID-10k/images/I04.png,4.6 KADID-10k/images/I04_09_02.png,JP2K,KADID-10k/images/I04.png,4.4 KADID-10k/images/I04_09_03.png,JP2K,KADID-10k/images/I04.png,4.07 KADID-10k/images/I04_09_04.png,JP2K,KADID-10k/images/I04.png,1.73 KADID-10k/images/I04_09_05.png,JP2K,KADID-10k/images/I04.png,1.23 KADID-10k/images/I04_10_01.png,JPEG,KADID-10k/images/I04.png,4.27 KADID-10k/images/I04_10_02.png,JPEG,KADID-10k/images/I04.png,4.1 KADID-10k/images/I04_10_03.png,JPEG,KADID-10k/images/I04.png,3.87 KADID-10k/images/I04_10_04.png,JPEG,KADID-10k/images/I04.png,1.87 KADID-10k/images/I04_10_05.png,JPEG,KADID-10k/images/I04.png,1.23 KADID-10k/images/I04_11_01.png,AWGN,KADID-10k/images/I04.png,3.63 KADID-10k/images/I04_11_02.png,AWGN,KADID-10k/images/I04.png,3.57 KADID-10k/images/I04_11_03.png,AWGN,KADID-10k/images/I04.png,3.03 KADID-10k/images/I04_11_04.png,AWGN,KADID-10k/images/I04.png,2.4 KADID-10k/images/I04_11_05.png,AWGN,KADID-10k/images/I04.png,2.3 KADID-10k/images/I04_12_01.png,AWGN_YCbCr,KADID-10k/images/I04.png,4.33 KADID-10k/images/I04_12_02.png,AWGN_YCbCr,KADID-10k/images/I04.png,3.27 KADID-10k/images/I04_12_03.png,AWGN_YCbCr,KADID-10k/images/I04.png,3.2 KADID-10k/images/I04_12_04.png,AWGN_YCbCr,KADID-10k/images/I04.png,2.5 KADID-10k/images/I04_12_05.png,AWGN_YCbCr,KADID-10k/images/I04.png,2.2 KADID-10k/images/I04_13_01.png,Impulse_Noise,KADID-10k/images/I04.png,3.43 KADID-10k/images/I04_13_02.png,Impulse_Noise,KADID-10k/images/I04.png,2.83 KADID-10k/images/I04_13_03.png,Impulse_Noise,KADID-10k/images/I04.png,2.73 KADID-10k/images/I04_13_04.png,Impulse_Noise,KADID-10k/images/I04.png,2.2 KADID-10k/images/I04_13_05.png,Impulse_Noise,KADID-10k/images/I04.png,1.87 KADID-10k/images/I04_14_01.png,Multiplicative_Noise,KADID-10k/images/I04.png,4.53 KADID-10k/images/I04_14_02.png,Multiplicative_Noise,KADID-10k/images/I04.png,3.23 KADID-10k/images/I04_14_03.png,Multiplicative_Noise,KADID-10k/images/I04.png,2.83 KADID-10k/images/I04_14_04.png,Multiplicative_Noise,KADID-10k/images/I04.png,2.4 KADID-10k/images/I04_14_05.png,Multiplicative_Noise,KADID-10k/images/I04.png,2.1 KADID-10k/images/I04_15_01.png,Denoising,KADID-10k/images/I04.png,3.8 KADID-10k/images/I04_15_02.png,Denoising,KADID-10k/images/I04.png,2.7 KADID-10k/images/I04_15_03.png,Denoising,KADID-10k/images/I04.png,2.23 KADID-10k/images/I04_15_04.png,Denoising,KADID-10k/images/I04.png,1.67 KADID-10k/images/I04_15_05.png,Denoising,KADID-10k/images/I04.png,1.27 KADID-10k/images/I04_16_01.png,Brighten,KADID-10k/images/I04.png,4.57 KADID-10k/images/I04_16_02.png,Brighten,KADID-10k/images/I04.png,4.47 KADID-10k/images/I04_16_03.png,Brighten,KADID-10k/images/I04.png,3.83 KADID-10k/images/I04_16_04.png,Brighten,KADID-10k/images/I04.png,2.73 KADID-10k/images/I04_16_05.png,Brighten,KADID-10k/images/I04.png,2.03 KADID-10k/images/I04_17_01.png,Darken,KADID-10k/images/I04.png,4.53 KADID-10k/images/I04_17_02.png,Darken,KADID-10k/images/I04.png,4.6 KADID-10k/images/I04_17_03.png,Darken,KADID-10k/images/I04.png,3.97 KADID-10k/images/I04_17_04.png,Darken,KADID-10k/images/I04.png,3.4 KADID-10k/images/I04_17_05.png,Darken,KADID-10k/images/I04.png,1.97 KADID-10k/images/I04_18_01.png,Mean_Shift,KADID-10k/images/I04.png,4.27 KADID-10k/images/I04_18_02.png,Mean_Shift,KADID-10k/images/I04.png,4.63 KADID-10k/images/I04_18_03.png,Mean_Shift,KADID-10k/images/I04.png,4.87 KADID-10k/images/I04_18_04.png,Mean_Shift,KADID-10k/images/I04.png,4.57 KADID-10k/images/I04_18_05.png,Mean_Shift,KADID-10k/images/I04.png,3.63 KADID-10k/images/I04_19_01.png,Jitter,KADID-10k/images/I04.png,4.33 KADID-10k/images/I04_19_02.png,Jitter,KADID-10k/images/I04.png,3.9 KADID-10k/images/I04_19_03.png,Jitter,KADID-10k/images/I04.png,3.03 KADID-10k/images/I04_19_04.png,Jitter,KADID-10k/images/I04.png,1.6 KADID-10k/images/I04_19_05.png,Jitter,KADID-10k/images/I04.png,1.33 KADID-10k/images/I04_20_01.png,Non-eccentricity_patch,KADID-10k/images/I04.png,4.6 KADID-10k/images/I04_20_02.png,Non-eccentricity_patch,KADID-10k/images/I04.png,4.1 KADID-10k/images/I04_20_03.png,Non-eccentricity_patch,KADID-10k/images/I04.png,4.1 KADID-10k/images/I04_20_04.png,Non-eccentricity_patch,KADID-10k/images/I04.png,3.6 KADID-10k/images/I04_20_05.png,Non-eccentricity_patch,KADID-10k/images/I04.png,4.1 KADID-10k/images/I04_21_01.png,Pixelate,KADID-10k/images/I04.png,4.4 KADID-10k/images/I04_21_02.png,Pixelate,KADID-10k/images/I04.png,3.17 KADID-10k/images/I04_21_03.png,Pixelate,KADID-10k/images/I04.png,3.03 KADID-10k/images/I04_21_04.png,Pixelate,KADID-10k/images/I04.png,2.93 KADID-10k/images/I04_21_05.png,Pixelate,KADID-10k/images/I04.png,1.27 KADID-10k/images/I04_22_01.png,Quantization,KADID-10k/images/I04.png,4.17 KADID-10k/images/I04_22_02.png,Quantization,KADID-10k/images/I04.png,3.68 KADID-10k/images/I04_22_03.png,Quantization,KADID-10k/images/I04.png,3.6 KADID-10k/images/I04_22_04.png,Quantization,KADID-10k/images/I04.png,3.37 KADID-10k/images/I04_22_05.png,Quantization,KADID-10k/images/I04.png,2.9 KADID-10k/images/I04_23_01.png,Color_Block,KADID-10k/images/I04.png,2.27 KADID-10k/images/I04_23_02.png,Color_Block,KADID-10k/images/I04.png,2.37 KADID-10k/images/I04_23_03.png,Color_Block,KADID-10k/images/I04.png,1.87 KADID-10k/images/I04_23_04.png,Color_Block,KADID-10k/images/I04.png,2.23 KADID-10k/images/I04_23_05.png,Color_Block,KADID-10k/images/I04.png,2.2 KADID-10k/images/I04_24_01.png,High_Sharpen,KADID-10k/images/I04.png,3.77 KADID-10k/images/I04_24_02.png,High_Sharpen,KADID-10k/images/I04.png,2.6 KADID-10k/images/I04_24_03.png,High_Sharpen,KADID-10k/images/I04.png,2 KADID-10k/images/I04_24_04.png,High_Sharpen,KADID-10k/images/I04.png,1.67 KADID-10k/images/I04_24_05.png,High_Sharpen,KADID-10k/images/I04.png,1.5 KADID-10k/images/I04_25_01.png,Contrast Dist.,KADID-10k/images/I04.png,3.61 KADID-10k/images/I04_25_02.png,Contrast Dist.,KADID-10k/images/I04.png,3.73 KADID-10k/images/I04_25_03.png,Contrast Dist.,KADID-10k/images/I04.png,3.9 KADID-10k/images/I04_25_04.png,Contrast Dist.,KADID-10k/images/I04.png,4.23 KADID-10k/images/I04_25_05.png,Contrast Dist.,KADID-10k/images/I04.png,3.43 KADID-10k/images/I05_01_01.png,GBLUR,KADID-10k/images/I05.png,4.6 KADID-10k/images/I05_01_02.png,GBLUR,KADID-10k/images/I05.png,4.47 KADID-10k/images/I05_01_03.png,GBLUR,KADID-10k/images/I05.png,2.83 KADID-10k/images/I05_01_04.png,GBLUR,KADID-10k/images/I05.png,1.7 KADID-10k/images/I05_01_05.png,GBLUR,KADID-10k/images/I05.png,1.17 KADID-10k/images/I05_02_01.png,Lens_Blur,KADID-10k/images/I05.png,3.67 KADID-10k/images/I05_02_02.png,Lens_Blur,KADID-10k/images/I05.png,2.63 KADID-10k/images/I05_02_03.png,Lens_Blur,KADID-10k/images/I05.png,1.57 KADID-10k/images/I05_02_04.png,Lens_Blur,KADID-10k/images/I05.png,1.33 KADID-10k/images/I05_02_05.png,Lens_Blur,KADID-10k/images/I05.png,1.37 KADID-10k/images/I05_03_01.png,Motion_Blur,KADID-10k/images/I05.png,4.47 KADID-10k/images/I05_03_02.png,Motion_Blur,KADID-10k/images/I05.png,3.9 KADID-10k/images/I05_03_03.png,Motion_Blur,KADID-10k/images/I05.png,2.68 KADID-10k/images/I05_03_04.png,Motion_Blur,KADID-10k/images/I05.png,1.87 KADID-10k/images/I05_03_05.png,Motion_Blur,KADID-10k/images/I05.png,1.53 KADID-10k/images/I05_04_01.png,Color_Diffusion,KADID-10k/images/I05.png,4.57 KADID-10k/images/I05_04_02.png,Color_Diffusion,KADID-10k/images/I05.png,3 KADID-10k/images/I05_04_03.png,Color_Diffusion,KADID-10k/images/I05.png,1.77 KADID-10k/images/I05_04_04.png,Color_Diffusion,KADID-10k/images/I05.png,1.57 KADID-10k/images/I05_04_05.png,Color_Diffusion,KADID-10k/images/I05.png,1.53 KADID-10k/images/I05_05_01.png,Color_Shift,KADID-10k/images/I05.png,4.23 KADID-10k/images/I05_05_02.png,Color_Shift,KADID-10k/images/I05.png,2.27 KADID-10k/images/I05_05_03.png,Color_Shift,KADID-10k/images/I05.png,1.83 KADID-10k/images/I05_05_04.png,Color_Shift,KADID-10k/images/I05.png,1.67 KADID-10k/images/I05_05_05.png,Color_Shift,KADID-10k/images/I05.png,1.63 KADID-10k/images/I05_06_01.png,Color_Quantization,KADID-10k/images/I05.png,4.33 KADID-10k/images/I05_06_02.png,Color_Quantization,KADID-10k/images/I05.png,4.37 KADID-10k/images/I05_06_03.png,Color_Quantization,KADID-10k/images/I05.png,4.27 KADID-10k/images/I05_06_04.png,Color_Quantization,KADID-10k/images/I05.png,3.63 KADID-10k/images/I05_06_05.png,Color_Quantization,KADID-10k/images/I05.png,2.9 KADID-10k/images/I05_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I05.png,2.57 KADID-10k/images/I05_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I05.png,2.33 KADID-10k/images/I05_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I05.png,2.1 KADID-10k/images/I05_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I05.png,2.23 KADID-10k/images/I05_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I05.png,2.23 KADID-10k/images/I05_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I05.png,4.73 KADID-10k/images/I05_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I05.png,3.37 KADID-10k/images/I05_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I05.png,2.77 KADID-10k/images/I05_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I05.png,1.63 KADID-10k/images/I05_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I05.png,1.7 KADID-10k/images/I05_09_01.png,JP2K,KADID-10k/images/I05.png,4.3 KADID-10k/images/I05_09_02.png,JP2K,KADID-10k/images/I05.png,2.6 KADID-10k/images/I05_09_03.png,JP2K,KADID-10k/images/I05.png,2.37 KADID-10k/images/I05_09_04.png,JP2K,KADID-10k/images/I05.png,1.57 KADID-10k/images/I05_09_05.png,JP2K,KADID-10k/images/I05.png,1.23 KADID-10k/images/I05_10_01.png,JPEG,KADID-10k/images/I05.png,4.43 KADID-10k/images/I05_10_02.png,JPEG,KADID-10k/images/I05.png,4.4 KADID-10k/images/I05_10_03.png,JPEG,KADID-10k/images/I05.png,4.3 KADID-10k/images/I05_10_04.png,JPEG,KADID-10k/images/I05.png,2.47 KADID-10k/images/I05_10_05.png,JPEG,KADID-10k/images/I05.png,1.27 KADID-10k/images/I05_11_01.png,AWGN,KADID-10k/images/I05.png,4.4 KADID-10k/images/I05_11_02.png,AWGN,KADID-10k/images/I05.png,4.23 KADID-10k/images/I05_11_03.png,AWGN,KADID-10k/images/I05.png,3.83 KADID-10k/images/I05_11_04.png,AWGN,KADID-10k/images/I05.png,3.33 KADID-10k/images/I05_11_05.png,AWGN,KADID-10k/images/I05.png,2.53 KADID-10k/images/I05_12_01.png,AWGN_YCbCr,KADID-10k/images/I05.png,4.53 KADID-10k/images/I05_12_02.png,AWGN_YCbCr,KADID-10k/images/I05.png,4.43 KADID-10k/images/I05_12_03.png,AWGN_YCbCr,KADID-10k/images/I05.png,4.06 KADID-10k/images/I05_12_04.png,AWGN_YCbCr,KADID-10k/images/I05.png,3.03 KADID-10k/images/I05_12_05.png,AWGN_YCbCr,KADID-10k/images/I05.png,2.8 KADID-10k/images/I05_13_01.png,Impulse_Noise,KADID-10k/images/I05.png,3.47 KADID-10k/images/I05_13_02.png,Impulse_Noise,KADID-10k/images/I05.png,2.63 KADID-10k/images/I05_13_03.png,Impulse_Noise,KADID-10k/images/I05.png,2.3 KADID-10k/images/I05_13_04.png,Impulse_Noise,KADID-10k/images/I05.png,2.07 KADID-10k/images/I05_13_05.png,Impulse_Noise,KADID-10k/images/I05.png,2.07 KADID-10k/images/I05_14_01.png,Multiplicative_Noise,KADID-10k/images/I05.png,4.37 KADID-10k/images/I05_14_02.png,Multiplicative_Noise,KADID-10k/images/I05.png,4.37 KADID-10k/images/I05_14_03.png,Multiplicative_Noise,KADID-10k/images/I05.png,4.47 KADID-10k/images/I05_14_04.png,Multiplicative_Noise,KADID-10k/images/I05.png,4.2 KADID-10k/images/I05_14_05.png,Multiplicative_Noise,KADID-10k/images/I05.png,3.61 KADID-10k/images/I05_15_01.png,Denoising,KADID-10k/images/I05.png,3.5 KADID-10k/images/I05_15_02.png,Denoising,KADID-10k/images/I05.png,2.7 KADID-10k/images/I05_15_03.png,Denoising,KADID-10k/images/I05.png,2.17 KADID-10k/images/I05_15_04.png,Denoising,KADID-10k/images/I05.png,1.87 KADID-10k/images/I05_15_05.png,Denoising,KADID-10k/images/I05.png,1.47 KADID-10k/images/I05_16_01.png,Brighten,KADID-10k/images/I05.png,4.43 KADID-10k/images/I05_16_02.png,Brighten,KADID-10k/images/I05.png,4.37 KADID-10k/images/I05_16_03.png,Brighten,KADID-10k/images/I05.png,3.67 KADID-10k/images/I05_16_04.png,Brighten,KADID-10k/images/I05.png,3.1 KADID-10k/images/I05_16_05.png,Brighten,KADID-10k/images/I05.png,2.27 KADID-10k/images/I05_17_01.png,Darken,KADID-10k/images/I05.png,4.5 KADID-10k/images/I05_17_02.png,Darken,KADID-10k/images/I05.png,4.47 KADID-10k/images/I05_17_03.png,Darken,KADID-10k/images/I05.png,3.53 KADID-10k/images/I05_17_04.png,Darken,KADID-10k/images/I05.png,2.7 KADID-10k/images/I05_17_05.png,Darken,KADID-10k/images/I05.png,1.3 KADID-10k/images/I05_18_01.png,Mean_Shift,KADID-10k/images/I05.png,4.4 KADID-10k/images/I05_18_02.png,Mean_Shift,KADID-10k/images/I05.png,4.47 KADID-10k/images/I05_18_03.png,Mean_Shift,KADID-10k/images/I05.png,4.37 KADID-10k/images/I05_18_04.png,Mean_Shift,KADID-10k/images/I05.png,4 KADID-10k/images/I05_18_05.png,Mean_Shift,KADID-10k/images/I05.png,2.77 KADID-10k/images/I05_19_01.png,Jitter,KADID-10k/images/I05.png,4.03 KADID-10k/images/I05_19_02.png,Jitter,KADID-10k/images/I05.png,3.53 KADID-10k/images/I05_19_03.png,Jitter,KADID-10k/images/I05.png,3.13 KADID-10k/images/I05_19_04.png,Jitter,KADID-10k/images/I05.png,2 KADID-10k/images/I05_19_05.png,Jitter,KADID-10k/images/I05.png,1.23 KADID-10k/images/I05_20_01.png,Non-eccentricity_patch,KADID-10k/images/I05.png,4.47 KADID-10k/images/I05_20_02.png,Non-eccentricity_patch,KADID-10k/images/I05.png,4.53 KADID-10k/images/I05_20_03.png,Non-eccentricity_patch,KADID-10k/images/I05.png,4.4 KADID-10k/images/I05_20_04.png,Non-eccentricity_patch,KADID-10k/images/I05.png,4.43 KADID-10k/images/I05_20_05.png,Non-eccentricity_patch,KADID-10k/images/I05.png,3.97 KADID-10k/images/I05_21_01.png,Pixelate,KADID-10k/images/I05.png,4.17 KADID-10k/images/I05_21_02.png,Pixelate,KADID-10k/images/I05.png,3.7 KADID-10k/images/I05_21_03.png,Pixelate,KADID-10k/images/I05.png,3.4 KADID-10k/images/I05_21_04.png,Pixelate,KADID-10k/images/I05.png,3.27 KADID-10k/images/I05_21_05.png,Pixelate,KADID-10k/images/I05.png,1.4 KADID-10k/images/I05_22_01.png,Quantization,KADID-10k/images/I05.png,4.3 KADID-10k/images/I05_22_02.png,Quantization,KADID-10k/images/I05.png,4.53 KADID-10k/images/I05_22_03.png,Quantization,KADID-10k/images/I05.png,4.07 KADID-10k/images/I05_22_04.png,Quantization,KADID-10k/images/I05.png,4.03 KADID-10k/images/I05_22_05.png,Quantization,KADID-10k/images/I05.png,4.17 KADID-10k/images/I05_23_01.png,Color_Block,KADID-10k/images/I05.png,2.33 KADID-10k/images/I05_23_02.png,Color_Block,KADID-10k/images/I05.png,2.1 KADID-10k/images/I05_23_03.png,Color_Block,KADID-10k/images/I05.png,1.87 KADID-10k/images/I05_23_04.png,Color_Block,KADID-10k/images/I05.png,1.8 KADID-10k/images/I05_23_05.png,Color_Block,KADID-10k/images/I05.png,1.8 KADID-10k/images/I05_24_01.png,High_Sharpen,KADID-10k/images/I05.png,3.07 KADID-10k/images/I05_24_02.png,High_Sharpen,KADID-10k/images/I05.png,1.9 KADID-10k/images/I05_24_03.png,High_Sharpen,KADID-10k/images/I05.png,1.77 KADID-10k/images/I05_24_04.png,High_Sharpen,KADID-10k/images/I05.png,1.23 KADID-10k/images/I05_24_05.png,High_Sharpen,KADID-10k/images/I05.png,1.2 KADID-10k/images/I05_25_01.png,Contrast Dist.,KADID-10k/images/I05.png,2.9 KADID-10k/images/I05_25_02.png,Contrast Dist.,KADID-10k/images/I05.png,3.5 KADID-10k/images/I05_25_03.png,Contrast Dist.,KADID-10k/images/I05.png,4 KADID-10k/images/I05_25_04.png,Contrast Dist.,KADID-10k/images/I05.png,4.23 KADID-10k/images/I05_25_05.png,Contrast Dist.,KADID-10k/images/I05.png,3.6 KADID-10k/images/I06_01_01.png,GBLUR,KADID-10k/images/I06.png,4.7 KADID-10k/images/I06_01_02.png,GBLUR,KADID-10k/images/I06.png,4.33 KADID-10k/images/I06_01_03.png,GBLUR,KADID-10k/images/I06.png,3.43 KADID-10k/images/I06_01_04.png,GBLUR,KADID-10k/images/I06.png,2.13 KADID-10k/images/I06_01_05.png,GBLUR,KADID-10k/images/I06.png,1.53 KADID-10k/images/I06_02_01.png,Lens_Blur,KADID-10k/images/I06.png,4.13 KADID-10k/images/I06_02_02.png,Lens_Blur,KADID-10k/images/I06.png,3.6 KADID-10k/images/I06_02_03.png,Lens_Blur,KADID-10k/images/I06.png,2.13 KADID-10k/images/I06_02_04.png,Lens_Blur,KADID-10k/images/I06.png,1.57 KADID-10k/images/I06_02_05.png,Lens_Blur,KADID-10k/images/I06.png,1.63 KADID-10k/images/I06_03_01.png,Motion_Blur,KADID-10k/images/I06.png,4.47 KADID-10k/images/I06_03_02.png,Motion_Blur,KADID-10k/images/I06.png,4.27 KADID-10k/images/I06_03_03.png,Motion_Blur,KADID-10k/images/I06.png,3.27 KADID-10k/images/I06_03_04.png,Motion_Blur,KADID-10k/images/I06.png,2.9 KADID-10k/images/I06_03_05.png,Motion_Blur,KADID-10k/images/I06.png,2.17 KADID-10k/images/I06_04_01.png,Color_Diffusion,KADID-10k/images/I06.png,4.6 KADID-10k/images/I06_04_02.png,Color_Diffusion,KADID-10k/images/I06.png,2.27 KADID-10k/images/I06_04_03.png,Color_Diffusion,KADID-10k/images/I06.png,2.1 KADID-10k/images/I06_04_04.png,Color_Diffusion,KADID-10k/images/I06.png,2.27 KADID-10k/images/I06_04_05.png,Color_Diffusion,KADID-10k/images/I06.png,1.77 KADID-10k/images/I06_05_01.png,Color_Shift,KADID-10k/images/I06.png,4.43 KADID-10k/images/I06_05_02.png,Color_Shift,KADID-10k/images/I06.png,3.13 KADID-10k/images/I06_05_03.png,Color_Shift,KADID-10k/images/I06.png,2.2 KADID-10k/images/I06_05_04.png,Color_Shift,KADID-10k/images/I06.png,1.8 KADID-10k/images/I06_05_05.png,Color_Shift,KADID-10k/images/I06.png,1.8 KADID-10k/images/I06_06_01.png,Color_Quantization,KADID-10k/images/I06.png,4.4 KADID-10k/images/I06_06_02.png,Color_Quantization,KADID-10k/images/I06.png,3.73 KADID-10k/images/I06_06_03.png,Color_Quantization,KADID-10k/images/I06.png,3.87 KADID-10k/images/I06_06_04.png,Color_Quantization,KADID-10k/images/I06.png,3.33 KADID-10k/images/I06_06_05.png,Color_Quantization,KADID-10k/images/I06.png,2.4 KADID-10k/images/I06_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I06.png,2.67 KADID-10k/images/I06_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I06.png,2.77 KADID-10k/images/I06_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I06.png,2.23 KADID-10k/images/I06_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I06.png,2.23 KADID-10k/images/I06_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I06.png,2.07 KADID-10k/images/I06_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I06.png,4.6 KADID-10k/images/I06_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I06.png,3.23 KADID-10k/images/I06_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I06.png,2.87 KADID-10k/images/I06_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I06.png,2.17 KADID-10k/images/I06_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I06.png,1.77 KADID-10k/images/I06_09_01.png,JP2K,KADID-10k/images/I06.png,4.43 KADID-10k/images/I06_09_02.png,JP2K,KADID-10k/images/I06.png,4.37 KADID-10k/images/I06_09_03.png,JP2K,KADID-10k/images/I06.png,4.5 KADID-10k/images/I06_09_04.png,JP2K,KADID-10k/images/I06.png,3.63 KADID-10k/images/I06_09_05.png,JP2K,KADID-10k/images/I06.png,1.9 KADID-10k/images/I06_10_01.png,JPEG,KADID-10k/images/I06.png,4.6 KADID-10k/images/I06_10_02.png,JPEG,KADID-10k/images/I06.png,4.47 KADID-10k/images/I06_10_03.png,JPEG,KADID-10k/images/I06.png,4.33 KADID-10k/images/I06_10_04.png,JPEG,KADID-10k/images/I06.png,1.6 KADID-10k/images/I06_10_05.png,JPEG,KADID-10k/images/I06.png,1.23 KADID-10k/images/I06_11_01.png,AWGN,KADID-10k/images/I06.png,4.07 KADID-10k/images/I06_11_02.png,AWGN,KADID-10k/images/I06.png,3.4 KADID-10k/images/I06_11_03.png,AWGN,KADID-10k/images/I06.png,2.93 KADID-10k/images/I06_11_04.png,AWGN,KADID-10k/images/I06.png,2.83 KADID-10k/images/I06_11_05.png,AWGN,KADID-10k/images/I06.png,2.13 KADID-10k/images/I06_12_01.png,AWGN_YCbCr,KADID-10k/images/I06.png,4.55 KADID-10k/images/I06_12_02.png,AWGN_YCbCr,KADID-10k/images/I06.png,3.7 KADID-10k/images/I06_12_03.png,AWGN_YCbCr,KADID-10k/images/I06.png,3.2 KADID-10k/images/I06_12_04.png,AWGN_YCbCr,KADID-10k/images/I06.png,2.87 KADID-10k/images/I06_12_05.png,AWGN_YCbCr,KADID-10k/images/I06.png,2.33 KADID-10k/images/I06_13_01.png,Impulse_Noise,KADID-10k/images/I06.png,3.37 KADID-10k/images/I06_13_02.png,Impulse_Noise,KADID-10k/images/I06.png,2.5 KADID-10k/images/I06_13_03.png,Impulse_Noise,KADID-10k/images/I06.png,2.3 KADID-10k/images/I06_13_04.png,Impulse_Noise,KADID-10k/images/I06.png,2.2 KADID-10k/images/I06_13_05.png,Impulse_Noise,KADID-10k/images/I06.png,2.13 KADID-10k/images/I06_14_01.png,Multiplicative_Noise,KADID-10k/images/I06.png,4.43 KADID-10k/images/I06_14_02.png,Multiplicative_Noise,KADID-10k/images/I06.png,3.63 KADID-10k/images/I06_14_03.png,Multiplicative_Noise,KADID-10k/images/I06.png,3.1 KADID-10k/images/I06_14_04.png,Multiplicative_Noise,KADID-10k/images/I06.png,2.7 KADID-10k/images/I06_14_05.png,Multiplicative_Noise,KADID-10k/images/I06.png,2.07 KADID-10k/images/I06_15_01.png,Denoising,KADID-10k/images/I06.png,3.23 KADID-10k/images/I06_15_02.png,Denoising,KADID-10k/images/I06.png,2.97 KADID-10k/images/I06_15_03.png,Denoising,KADID-10k/images/I06.png,2.5 KADID-10k/images/I06_15_04.png,Denoising,KADID-10k/images/I06.png,1.57 KADID-10k/images/I06_15_05.png,Denoising,KADID-10k/images/I06.png,1.37 KADID-10k/images/I06_16_01.png,Brighten,KADID-10k/images/I06.png,4.03 KADID-10k/images/I06_16_02.png,Brighten,KADID-10k/images/I06.png,3.73 KADID-10k/images/I06_16_03.png,Brighten,KADID-10k/images/I06.png,3.06 KADID-10k/images/I06_16_04.png,Brighten,KADID-10k/images/I06.png,2.5 KADID-10k/images/I06_16_05.png,Brighten,KADID-10k/images/I06.png,1.4 KADID-10k/images/I06_17_01.png,Darken,KADID-10k/images/I06.png,4.53 KADID-10k/images/I06_17_02.png,Darken,KADID-10k/images/I06.png,4.47 KADID-10k/images/I06_17_03.png,Darken,KADID-10k/images/I06.png,3.97 KADID-10k/images/I06_17_04.png,Darken,KADID-10k/images/I06.png,3.43 KADID-10k/images/I06_17_05.png,Darken,KADID-10k/images/I06.png,2.77 KADID-10k/images/I06_18_01.png,Mean_Shift,KADID-10k/images/I06.png,3.8 KADID-10k/images/I06_18_02.png,Mean_Shift,KADID-10k/images/I06.png,4.07 KADID-10k/images/I06_18_03.png,Mean_Shift,KADID-10k/images/I06.png,4.53 KADID-10k/images/I06_18_04.png,Mean_Shift,KADID-10k/images/I06.png,4.03 KADID-10k/images/I06_18_05.png,Mean_Shift,KADID-10k/images/I06.png,3.77 KADID-10k/images/I06_19_01.png,Jitter,KADID-10k/images/I06.png,4.4 KADID-10k/images/I06_19_02.png,Jitter,KADID-10k/images/I06.png,4.6 KADID-10k/images/I06_19_03.png,Jitter,KADID-10k/images/I06.png,3.43 KADID-10k/images/I06_19_04.png,Jitter,KADID-10k/images/I06.png,2.2 KADID-10k/images/I06_19_05.png,Jitter,KADID-10k/images/I06.png,1.5 KADID-10k/images/I06_20_01.png,Non-eccentricity_patch,KADID-10k/images/I06.png,4.33 KADID-10k/images/I06_20_02.png,Non-eccentricity_patch,KADID-10k/images/I06.png,3.1 KADID-10k/images/I06_20_03.png,Non-eccentricity_patch,KADID-10k/images/I06.png,3.97 KADID-10k/images/I06_20_04.png,Non-eccentricity_patch,KADID-10k/images/I06.png,2.33 KADID-10k/images/I06_20_05.png,Non-eccentricity_patch,KADID-10k/images/I06.png,2.77 KADID-10k/images/I06_21_01.png,Pixelate,KADID-10k/images/I06.png,4.17 KADID-10k/images/I06_21_02.png,Pixelate,KADID-10k/images/I06.png,3.63 KADID-10k/images/I06_21_03.png,Pixelate,KADID-10k/images/I06.png,3.23 KADID-10k/images/I06_21_04.png,Pixelate,KADID-10k/images/I06.png,2.9 KADID-10k/images/I06_21_05.png,Pixelate,KADID-10k/images/I06.png,1.83 KADID-10k/images/I06_22_01.png,Quantization,KADID-10k/images/I06.png,3.9 KADID-10k/images/I06_22_02.png,Quantization,KADID-10k/images/I06.png,3.77 KADID-10k/images/I06_22_03.png,Quantization,KADID-10k/images/I06.png,3.7 KADID-10k/images/I06_22_04.png,Quantization,KADID-10k/images/I06.png,3.2 KADID-10k/images/I06_22_05.png,Quantization,KADID-10k/images/I06.png,1.97 KADID-10k/images/I06_23_01.png,Color_Block,KADID-10k/images/I06.png,2.33 KADID-10k/images/I06_23_02.png,Color_Block,KADID-10k/images/I06.png,2.63 KADID-10k/images/I06_23_03.png,Color_Block,KADID-10k/images/I06.png,2.17 KADID-10k/images/I06_23_04.png,Color_Block,KADID-10k/images/I06.png,1.97 KADID-10k/images/I06_23_05.png,Color_Block,KADID-10k/images/I06.png,2.26 KADID-10k/images/I06_24_01.png,High_Sharpen,KADID-10k/images/I06.png,3.57 KADID-10k/images/I06_24_02.png,High_Sharpen,KADID-10k/images/I06.png,2.9 KADID-10k/images/I06_24_03.png,High_Sharpen,KADID-10k/images/I06.png,2.27 KADID-10k/images/I06_24_04.png,High_Sharpen,KADID-10k/images/I06.png,1.83 KADID-10k/images/I06_24_05.png,High_Sharpen,KADID-10k/images/I06.png,1.23 KADID-10k/images/I06_25_01.png,Contrast Dist.,KADID-10k/images/I06.png,3 KADID-10k/images/I06_25_02.png,Contrast Dist.,KADID-10k/images/I06.png,3.83 KADID-10k/images/I06_25_03.png,Contrast Dist.,KADID-10k/images/I06.png,4.13 KADID-10k/images/I06_25_04.png,Contrast Dist.,KADID-10k/images/I06.png,3.23 KADID-10k/images/I06_25_05.png,Contrast Dist.,KADID-10k/images/I06.png,2.43 KADID-10k/images/I07_01_01.png,GBLUR,KADID-10k/images/I07.png,4.5 KADID-10k/images/I07_01_02.png,GBLUR,KADID-10k/images/I07.png,4.4 KADID-10k/images/I07_01_03.png,GBLUR,KADID-10k/images/I07.png,2.5 KADID-10k/images/I07_01_04.png,GBLUR,KADID-10k/images/I07.png,1.73 KADID-10k/images/I07_01_05.png,GBLUR,KADID-10k/images/I07.png,1.37 KADID-10k/images/I07_02_01.png,Lens_Blur,KADID-10k/images/I07.png,3.7 KADID-10k/images/I07_02_02.png,Lens_Blur,KADID-10k/images/I07.png,2.8 KADID-10k/images/I07_02_03.png,Lens_Blur,KADID-10k/images/I07.png,1.67 KADID-10k/images/I07_02_04.png,Lens_Blur,KADID-10k/images/I07.png,1.43 KADID-10k/images/I07_02_05.png,Lens_Blur,KADID-10k/images/I07.png,1.5 KADID-10k/images/I07_03_01.png,Motion_Blur,KADID-10k/images/I07.png,4.67 KADID-10k/images/I07_03_02.png,Motion_Blur,KADID-10k/images/I07.png,4.33 KADID-10k/images/I07_03_03.png,Motion_Blur,KADID-10k/images/I07.png,2.77 KADID-10k/images/I07_03_04.png,Motion_Blur,KADID-10k/images/I07.png,2.07 KADID-10k/images/I07_03_05.png,Motion_Blur,KADID-10k/images/I07.png,1.53 KADID-10k/images/I07_04_01.png,Color_Diffusion,KADID-10k/images/I07.png,4.47 KADID-10k/images/I07_04_02.png,Color_Diffusion,KADID-10k/images/I07.png,1.73 KADID-10k/images/I07_04_03.png,Color_Diffusion,KADID-10k/images/I07.png,1.43 KADID-10k/images/I07_04_04.png,Color_Diffusion,KADID-10k/images/I07.png,1.06 KADID-10k/images/I07_04_05.png,Color_Diffusion,KADID-10k/images/I07.png,1.13 KADID-10k/images/I07_05_01.png,Color_Shift,KADID-10k/images/I07.png,4.43 KADID-10k/images/I07_05_02.png,Color_Shift,KADID-10k/images/I07.png,2.97 KADID-10k/images/I07_05_03.png,Color_Shift,KADID-10k/images/I07.png,1.5 KADID-10k/images/I07_05_04.png,Color_Shift,KADID-10k/images/I07.png,1.8 KADID-10k/images/I07_05_05.png,Color_Shift,KADID-10k/images/I07.png,1.63 KADID-10k/images/I07_06_01.png,Color_Quantization,KADID-10k/images/I07.png,3.73 KADID-10k/images/I07_06_02.png,Color_Quantization,KADID-10k/images/I07.png,4.06 KADID-10k/images/I07_06_03.png,Color_Quantization,KADID-10k/images/I07.png,3.77 KADID-10k/images/I07_06_04.png,Color_Quantization,KADID-10k/images/I07.png,3 KADID-10k/images/I07_06_05.png,Color_Quantization,KADID-10k/images/I07.png,1.8 KADID-10k/images/I07_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I07.png,2.7 KADID-10k/images/I07_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I07.png,1.93 KADID-10k/images/I07_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I07.png,2.27 KADID-10k/images/I07_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I07.png,1.5 KADID-10k/images/I07_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I07.png,1.27 KADID-10k/images/I07_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I07.png,4.53 KADID-10k/images/I07_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I07.png,2.7 KADID-10k/images/I07_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I07.png,1.97 KADID-10k/images/I07_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I07.png,1.7 KADID-10k/images/I07_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I07.png,1.5 KADID-10k/images/I07_09_01.png,JP2K,KADID-10k/images/I07.png,4.73 KADID-10k/images/I07_09_02.png,JP2K,KADID-10k/images/I07.png,4.63 KADID-10k/images/I07_09_03.png,JP2K,KADID-10k/images/I07.png,4.63 KADID-10k/images/I07_09_04.png,JP2K,KADID-10k/images/I07.png,3.6 KADID-10k/images/I07_09_05.png,JP2K,KADID-10k/images/I07.png,1.7 KADID-10k/images/I07_10_01.png,JPEG,KADID-10k/images/I07.png,4.1 KADID-10k/images/I07_10_02.png,JPEG,KADID-10k/images/I07.png,3.87 KADID-10k/images/I07_10_03.png,JPEG,KADID-10k/images/I07.png,3.87 KADID-10k/images/I07_10_04.png,JPEG,KADID-10k/images/I07.png,1.6 KADID-10k/images/I07_10_05.png,JPEG,KADID-10k/images/I07.png,1.23 KADID-10k/images/I07_11_01.png,AWGN,KADID-10k/images/I07.png,3.35 KADID-10k/images/I07_11_02.png,AWGN,KADID-10k/images/I07.png,2.7 KADID-10k/images/I07_11_03.png,AWGN,KADID-10k/images/I07.png,2.6 KADID-10k/images/I07_11_04.png,AWGN,KADID-10k/images/I07.png,2.34 KADID-10k/images/I07_11_05.png,AWGN,KADID-10k/images/I07.png,2.23 KADID-10k/images/I07_12_01.png,AWGN_YCbCr,KADID-10k/images/I07.png,4.23 KADID-10k/images/I07_12_02.png,AWGN_YCbCr,KADID-10k/images/I07.png,3.13 KADID-10k/images/I07_12_03.png,AWGN_YCbCr,KADID-10k/images/I07.png,2.77 KADID-10k/images/I07_12_04.png,AWGN_YCbCr,KADID-10k/images/I07.png,2.4 KADID-10k/images/I07_12_05.png,AWGN_YCbCr,KADID-10k/images/I07.png,2.06 KADID-10k/images/I07_13_01.png,Impulse_Noise,KADID-10k/images/I07.png,3.73 KADID-10k/images/I07_13_02.png,Impulse_Noise,KADID-10k/images/I07.png,3 KADID-10k/images/I07_13_03.png,Impulse_Noise,KADID-10k/images/I07.png,2.73 KADID-10k/images/I07_13_04.png,Impulse_Noise,KADID-10k/images/I07.png,2.13 KADID-10k/images/I07_13_05.png,Impulse_Noise,KADID-10k/images/I07.png,2 KADID-10k/images/I07_14_01.png,Multiplicative_Noise,KADID-10k/images/I07.png,4.1 KADID-10k/images/I07_14_02.png,Multiplicative_Noise,KADID-10k/images/I07.png,2.77 KADID-10k/images/I07_14_03.png,Multiplicative_Noise,KADID-10k/images/I07.png,2.6 KADID-10k/images/I07_14_04.png,Multiplicative_Noise,KADID-10k/images/I07.png,2.17 KADID-10k/images/I07_14_05.png,Multiplicative_Noise,KADID-10k/images/I07.png,1.6 KADID-10k/images/I07_15_01.png,Denoising,KADID-10k/images/I07.png,3.2 KADID-10k/images/I07_15_02.png,Denoising,KADID-10k/images/I07.png,2.27 KADID-10k/images/I07_15_03.png,Denoising,KADID-10k/images/I07.png,1.77 KADID-10k/images/I07_15_04.png,Denoising,KADID-10k/images/I07.png,1.47 KADID-10k/images/I07_15_05.png,Denoising,KADID-10k/images/I07.png,1.37 KADID-10k/images/I07_16_01.png,Brighten,KADID-10k/images/I07.png,4.7 KADID-10k/images/I07_16_02.png,Brighten,KADID-10k/images/I07.png,4.2 KADID-10k/images/I07_16_03.png,Brighten,KADID-10k/images/I07.png,3.5 KADID-10k/images/I07_16_04.png,Brighten,KADID-10k/images/I07.png,2 KADID-10k/images/I07_16_05.png,Brighten,KADID-10k/images/I07.png,1.17 KADID-10k/images/I07_17_01.png,Darken,KADID-10k/images/I07.png,4.7 KADID-10k/images/I07_17_02.png,Darken,KADID-10k/images/I07.png,4.63 KADID-10k/images/I07_17_03.png,Darken,KADID-10k/images/I07.png,4.1 KADID-10k/images/I07_17_04.png,Darken,KADID-10k/images/I07.png,3.43 KADID-10k/images/I07_17_05.png,Darken,KADID-10k/images/I07.png,2.6 KADID-10k/images/I07_18_01.png,Mean_Shift,KADID-10k/images/I07.png,3.2 KADID-10k/images/I07_18_02.png,Mean_Shift,KADID-10k/images/I07.png,4.3 KADID-10k/images/I07_18_03.png,Mean_Shift,KADID-10k/images/I07.png,4.5 KADID-10k/images/I07_18_04.png,Mean_Shift,KADID-10k/images/I07.png,4.43 KADID-10k/images/I07_18_05.png,Mean_Shift,KADID-10k/images/I07.png,4 KADID-10k/images/I07_19_01.png,Jitter,KADID-10k/images/I07.png,4.43 KADID-10k/images/I07_19_02.png,Jitter,KADID-10k/images/I07.png,4.5 KADID-10k/images/I07_19_03.png,Jitter,KADID-10k/images/I07.png,3.5 KADID-10k/images/I07_19_04.png,Jitter,KADID-10k/images/I07.png,1.93 KADID-10k/images/I07_19_05.png,Jitter,KADID-10k/images/I07.png,1.37 KADID-10k/images/I07_20_01.png,Non-eccentricity_patch,KADID-10k/images/I07.png,3.3 KADID-10k/images/I07_20_02.png,Non-eccentricity_patch,KADID-10k/images/I07.png,2.97 KADID-10k/images/I07_20_03.png,Non-eccentricity_patch,KADID-10k/images/I07.png,2.97 KADID-10k/images/I07_20_04.png,Non-eccentricity_patch,KADID-10k/images/I07.png,2.65 KADID-10k/images/I07_20_05.png,Non-eccentricity_patch,KADID-10k/images/I07.png,2.83 KADID-10k/images/I07_21_01.png,Pixelate,KADID-10k/images/I07.png,3.73 KADID-10k/images/I07_21_02.png,Pixelate,KADID-10k/images/I07.png,2.93 KADID-10k/images/I07_21_03.png,Pixelate,KADID-10k/images/I07.png,3.43 KADID-10k/images/I07_21_04.png,Pixelate,KADID-10k/images/I07.png,3.1 KADID-10k/images/I07_21_05.png,Pixelate,KADID-10k/images/I07.png,1.53 KADID-10k/images/I07_22_01.png,Quantization,KADID-10k/images/I07.png,3.97 KADID-10k/images/I07_22_02.png,Quantization,KADID-10k/images/I07.png,3.5 KADID-10k/images/I07_22_03.png,Quantization,KADID-10k/images/I07.png,3.6 KADID-10k/images/I07_22_04.png,Quantization,KADID-10k/images/I07.png,2.83 KADID-10k/images/I07_22_05.png,Quantization,KADID-10k/images/I07.png,2.07 KADID-10k/images/I07_23_01.png,Color_Block,KADID-10k/images/I07.png,2.8 KADID-10k/images/I07_23_02.png,Color_Block,KADID-10k/images/I07.png,2.27 KADID-10k/images/I07_23_03.png,Color_Block,KADID-10k/images/I07.png,2 KADID-10k/images/I07_23_04.png,Color_Block,KADID-10k/images/I07.png,2 KADID-10k/images/I07_23_05.png,Color_Block,KADID-10k/images/I07.png,1.6 KADID-10k/images/I07_24_01.png,High_Sharpen,KADID-10k/images/I07.png,3.8 KADID-10k/images/I07_24_02.png,High_Sharpen,KADID-10k/images/I07.png,2.83 KADID-10k/images/I07_24_03.png,High_Sharpen,KADID-10k/images/I07.png,2.1 KADID-10k/images/I07_24_04.png,High_Sharpen,KADID-10k/images/I07.png,1.8 KADID-10k/images/I07_24_05.png,High_Sharpen,KADID-10k/images/I07.png,1.27 KADID-10k/images/I07_25_01.png,Contrast Dist.,KADID-10k/images/I07.png,2.87 KADID-10k/images/I07_25_02.png,Contrast Dist.,KADID-10k/images/I07.png,4.03 KADID-10k/images/I07_25_03.png,Contrast Dist.,KADID-10k/images/I07.png,4.63 KADID-10k/images/I07_25_04.png,Contrast Dist.,KADID-10k/images/I07.png,4.43 KADID-10k/images/I07_25_05.png,Contrast Dist.,KADID-10k/images/I07.png,3.57 KADID-10k/images/I08_01_01.png,GBLUR,KADID-10k/images/I08.png,4.8 KADID-10k/images/I08_01_02.png,GBLUR,KADID-10k/images/I08.png,4.4 KADID-10k/images/I08_01_03.png,GBLUR,KADID-10k/images/I08.png,3 KADID-10k/images/I08_01_04.png,GBLUR,KADID-10k/images/I08.png,2 KADID-10k/images/I08_01_05.png,GBLUR,KADID-10k/images/I08.png,1.47 KADID-10k/images/I08_02_01.png,Lens_Blur,KADID-10k/images/I08.png,4.27 KADID-10k/images/I08_02_02.png,Lens_Blur,KADID-10k/images/I08.png,3.2 KADID-10k/images/I08_02_03.png,Lens_Blur,KADID-10k/images/I08.png,1.83 KADID-10k/images/I08_02_04.png,Lens_Blur,KADID-10k/images/I08.png,1.53 KADID-10k/images/I08_02_05.png,Lens_Blur,KADID-10k/images/I08.png,1.33 KADID-10k/images/I08_03_01.png,Motion_Blur,KADID-10k/images/I08.png,4.9 KADID-10k/images/I08_03_02.png,Motion_Blur,KADID-10k/images/I08.png,4.33 KADID-10k/images/I08_03_03.png,Motion_Blur,KADID-10k/images/I08.png,3.23 KADID-10k/images/I08_03_04.png,Motion_Blur,KADID-10k/images/I08.png,2.33 KADID-10k/images/I08_03_05.png,Motion_Blur,KADID-10k/images/I08.png,1.83 KADID-10k/images/I08_04_01.png,Color_Diffusion,KADID-10k/images/I08.png,4.5 KADID-10k/images/I08_04_02.png,Color_Diffusion,KADID-10k/images/I08.png,2.87 KADID-10k/images/I08_04_03.png,Color_Diffusion,KADID-10k/images/I08.png,1.7 KADID-10k/images/I08_04_04.png,Color_Diffusion,KADID-10k/images/I08.png,1.67 KADID-10k/images/I08_04_05.png,Color_Diffusion,KADID-10k/images/I08.png,1.73 KADID-10k/images/I08_05_01.png,Color_Shift,KADID-10k/images/I08.png,4.4 KADID-10k/images/I08_05_02.png,Color_Shift,KADID-10k/images/I08.png,2.93 KADID-10k/images/I08_05_03.png,Color_Shift,KADID-10k/images/I08.png,1.97 KADID-10k/images/I08_05_04.png,Color_Shift,KADID-10k/images/I08.png,1.73 KADID-10k/images/I08_05_05.png,Color_Shift,KADID-10k/images/I08.png,1.57 KADID-10k/images/I08_06_01.png,Color_Quantization,KADID-10k/images/I08.png,3.77 KADID-10k/images/I08_06_02.png,Color_Quantization,KADID-10k/images/I08.png,3.8 KADID-10k/images/I08_06_03.png,Color_Quantization,KADID-10k/images/I08.png,3.27 KADID-10k/images/I08_06_04.png,Color_Quantization,KADID-10k/images/I08.png,2.8 KADID-10k/images/I08_06_05.png,Color_Quantization,KADID-10k/images/I08.png,2.07 KADID-10k/images/I08_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I08.png,2.87 KADID-10k/images/I08_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I08.png,2.63 KADID-10k/images/I08_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I08.png,2.03 KADID-10k/images/I08_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I08.png,1.9 KADID-10k/images/I08_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I08.png,2.33 KADID-10k/images/I08_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I08.png,4.67 KADID-10k/images/I08_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I08.png,3.37 KADID-10k/images/I08_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I08.png,3.07 KADID-10k/images/I08_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I08.png,2.13 KADID-10k/images/I08_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I08.png,1.6 KADID-10k/images/I08_09_01.png,JP2K,KADID-10k/images/I08.png,4.5 KADID-10k/images/I08_09_02.png,JP2K,KADID-10k/images/I08.png,4.73 KADID-10k/images/I08_09_03.png,JP2K,KADID-10k/images/I08.png,4.63 KADID-10k/images/I08_09_04.png,JP2K,KADID-10k/images/I08.png,3.53 KADID-10k/images/I08_09_05.png,JP2K,KADID-10k/images/I08.png,1.57 KADID-10k/images/I08_10_01.png,JPEG,KADID-10k/images/I08.png,4.57 KADID-10k/images/I08_10_02.png,JPEG,KADID-10k/images/I08.png,4.3 KADID-10k/images/I08_10_03.png,JPEG,KADID-10k/images/I08.png,3.83 KADID-10k/images/I08_10_04.png,JPEG,KADID-10k/images/I08.png,1.5 KADID-10k/images/I08_10_05.png,JPEG,KADID-10k/images/I08.png,1.2 KADID-10k/images/I08_11_01.png,AWGN,KADID-10k/images/I08.png,3.47 KADID-10k/images/I08_11_02.png,AWGN,KADID-10k/images/I08.png,2.97 KADID-10k/images/I08_11_03.png,AWGN,KADID-10k/images/I08.png,2.53 KADID-10k/images/I08_11_04.png,AWGN,KADID-10k/images/I08.png,2.52 KADID-10k/images/I08_11_05.png,AWGN,KADID-10k/images/I08.png,2.17 KADID-10k/images/I08_12_01.png,AWGN_YCbCr,KADID-10k/images/I08.png,4.43 KADID-10k/images/I08_12_02.png,AWGN_YCbCr,KADID-10k/images/I08.png,3.5 KADID-10k/images/I08_12_03.png,AWGN_YCbCr,KADID-10k/images/I08.png,2.93 KADID-10k/images/I08_12_04.png,AWGN_YCbCr,KADID-10k/images/I08.png,2.37 KADID-10k/images/I08_12_05.png,AWGN_YCbCr,KADID-10k/images/I08.png,2.4 KADID-10k/images/I08_13_01.png,Impulse_Noise,KADID-10k/images/I08.png,3.33 KADID-10k/images/I08_13_02.png,Impulse_Noise,KADID-10k/images/I08.png,2.7 KADID-10k/images/I08_13_03.png,Impulse_Noise,KADID-10k/images/I08.png,2.8 KADID-10k/images/I08_13_04.png,Impulse_Noise,KADID-10k/images/I08.png,2.43 KADID-10k/images/I08_13_05.png,Impulse_Noise,KADID-10k/images/I08.png,2.1 KADID-10k/images/I08_14_01.png,Multiplicative_Noise,KADID-10k/images/I08.png,4.7 KADID-10k/images/I08_14_02.png,Multiplicative_Noise,KADID-10k/images/I08.png,3.6 KADID-10k/images/I08_14_03.png,Multiplicative_Noise,KADID-10k/images/I08.png,2.67 KADID-10k/images/I08_14_04.png,Multiplicative_Noise,KADID-10k/images/I08.png,2.6 KADID-10k/images/I08_14_05.png,Multiplicative_Noise,KADID-10k/images/I08.png,2.17 KADID-10k/images/I08_15_01.png,Denoising,KADID-10k/images/I08.png,3.8 KADID-10k/images/I08_15_02.png,Denoising,KADID-10k/images/I08.png,2.53 KADID-10k/images/I08_15_03.png,Denoising,KADID-10k/images/I08.png,2.03 KADID-10k/images/I08_15_04.png,Denoising,KADID-10k/images/I08.png,1.63 KADID-10k/images/I08_15_05.png,Denoising,KADID-10k/images/I08.png,1.53 KADID-10k/images/I08_16_01.png,Brighten,KADID-10k/images/I08.png,4.67 KADID-10k/images/I08_16_02.png,Brighten,KADID-10k/images/I08.png,4.27 KADID-10k/images/I08_16_03.png,Brighten,KADID-10k/images/I08.png,3.73 KADID-10k/images/I08_16_04.png,Brighten,KADID-10k/images/I08.png,2.53 KADID-10k/images/I08_16_05.png,Brighten,KADID-10k/images/I08.png,1.63 KADID-10k/images/I08_17_01.png,Darken,KADID-10k/images/I08.png,4.63 KADID-10k/images/I08_17_02.png,Darken,KADID-10k/images/I08.png,4.67 KADID-10k/images/I08_17_03.png,Darken,KADID-10k/images/I08.png,4.47 KADID-10k/images/I08_17_04.png,Darken,KADID-10k/images/I08.png,3.7 KADID-10k/images/I08_17_05.png,Darken,KADID-10k/images/I08.png,2.47 KADID-10k/images/I08_18_01.png,Mean_Shift,KADID-10k/images/I08.png,4.4 KADID-10k/images/I08_18_02.png,Mean_Shift,KADID-10k/images/I08.png,4.5 KADID-10k/images/I08_18_03.png,Mean_Shift,KADID-10k/images/I08.png,4.8 KADID-10k/images/I08_18_04.png,Mean_Shift,KADID-10k/images/I08.png,4.53 KADID-10k/images/I08_18_05.png,Mean_Shift,KADID-10k/images/I08.png,4.13 KADID-10k/images/I08_19_01.png,Jitter,KADID-10k/images/I08.png,4.7 KADID-10k/images/I08_19_02.png,Jitter,KADID-10k/images/I08.png,4.43 KADID-10k/images/I08_19_03.png,Jitter,KADID-10k/images/I08.png,4.17 KADID-10k/images/I08_19_04.png,Jitter,KADID-10k/images/I08.png,1.87 KADID-10k/images/I08_19_05.png,Jitter,KADID-10k/images/I08.png,1.35 KADID-10k/images/I08_20_01.png,Non-eccentricity_patch,KADID-10k/images/I08.png,4.57 KADID-10k/images/I08_20_02.png,Non-eccentricity_patch,KADID-10k/images/I08.png,4.4 KADID-10k/images/I08_20_03.png,Non-eccentricity_patch,KADID-10k/images/I08.png,3.5 KADID-10k/images/I08_20_04.png,Non-eccentricity_patch,KADID-10k/images/I08.png,3.97 KADID-10k/images/I08_20_05.png,Non-eccentricity_patch,KADID-10k/images/I08.png,3.6 KADID-10k/images/I08_21_01.png,Pixelate,KADID-10k/images/I08.png,4.07 KADID-10k/images/I08_21_02.png,Pixelate,KADID-10k/images/I08.png,3.5 KADID-10k/images/I08_21_03.png,Pixelate,KADID-10k/images/I08.png,3.13 KADID-10k/images/I08_21_04.png,Pixelate,KADID-10k/images/I08.png,2.93 KADID-10k/images/I08_21_05.png,Pixelate,KADID-10k/images/I08.png,1.63 KADID-10k/images/I08_22_01.png,Quantization,KADID-10k/images/I08.png,2.63 KADID-10k/images/I08_22_02.png,Quantization,KADID-10k/images/I08.png,2.93 KADID-10k/images/I08_22_03.png,Quantization,KADID-10k/images/I08.png,2.5 KADID-10k/images/I08_22_04.png,Quantization,KADID-10k/images/I08.png,2.13 KADID-10k/images/I08_22_05.png,Quantization,KADID-10k/images/I08.png,1.6 KADID-10k/images/I08_23_01.png,Color_Block,KADID-10k/images/I08.png,2.83 KADID-10k/images/I08_23_02.png,Color_Block,KADID-10k/images/I08.png,2.8 KADID-10k/images/I08_23_03.png,Color_Block,KADID-10k/images/I08.png,2.27 KADID-10k/images/I08_23_04.png,Color_Block,KADID-10k/images/I08.png,2.03 KADID-10k/images/I08_23_05.png,Color_Block,KADID-10k/images/I08.png,2.17 KADID-10k/images/I08_24_01.png,High_Sharpen,KADID-10k/images/I08.png,4.1 KADID-10k/images/I08_24_02.png,High_Sharpen,KADID-10k/images/I08.png,2.8 KADID-10k/images/I08_24_03.png,High_Sharpen,KADID-10k/images/I08.png,2.47 KADID-10k/images/I08_24_04.png,High_Sharpen,KADID-10k/images/I08.png,1.6 KADID-10k/images/I08_24_05.png,High_Sharpen,KADID-10k/images/I08.png,1.3 KADID-10k/images/I08_25_01.png,Contrast Dist.,KADID-10k/images/I08.png,3.87 KADID-10k/images/I08_25_02.png,Contrast Dist.,KADID-10k/images/I08.png,4 KADID-10k/images/I08_25_03.png,Contrast Dist.,KADID-10k/images/I08.png,4.43 KADID-10k/images/I08_25_04.png,Contrast Dist.,KADID-10k/images/I08.png,4.53 KADID-10k/images/I08_25_05.png,Contrast Dist.,KADID-10k/images/I08.png,3.7 KADID-10k/images/I09_01_01.png,GBLUR,KADID-10k/images/I09.png,4.73 KADID-10k/images/I09_01_02.png,GBLUR,KADID-10k/images/I09.png,3.77 KADID-10k/images/I09_01_03.png,GBLUR,KADID-10k/images/I09.png,1.93 KADID-10k/images/I09_01_04.png,GBLUR,KADID-10k/images/I09.png,1.4 KADID-10k/images/I09_01_05.png,GBLUR,KADID-10k/images/I09.png,1.2 KADID-10k/images/I09_02_01.png,Lens_Blur,KADID-10k/images/I09.png,3.1 KADID-10k/images/I09_02_02.png,Lens_Blur,KADID-10k/images/I09.png,2.13 KADID-10k/images/I09_02_03.png,Lens_Blur,KADID-10k/images/I09.png,1.37 KADID-10k/images/I09_02_04.png,Lens_Blur,KADID-10k/images/I09.png,1.57 KADID-10k/images/I09_02_05.png,Lens_Blur,KADID-10k/images/I09.png,1.07 KADID-10k/images/I09_03_01.png,Motion_Blur,KADID-10k/images/I09.png,4.5 KADID-10k/images/I09_03_02.png,Motion_Blur,KADID-10k/images/I09.png,3.67 KADID-10k/images/I09_03_03.png,Motion_Blur,KADID-10k/images/I09.png,2.13 KADID-10k/images/I09_03_04.png,Motion_Blur,KADID-10k/images/I09.png,1.67 KADID-10k/images/I09_03_05.png,Motion_Blur,KADID-10k/images/I09.png,1.3 KADID-10k/images/I09_04_01.png,Color_Diffusion,KADID-10k/images/I09.png,4.27 KADID-10k/images/I09_04_02.png,Color_Diffusion,KADID-10k/images/I09.png,2.6 KADID-10k/images/I09_04_03.png,Color_Diffusion,KADID-10k/images/I09.png,1.6 KADID-10k/images/I09_04_04.png,Color_Diffusion,KADID-10k/images/I09.png,1.67 KADID-10k/images/I09_04_05.png,Color_Diffusion,KADID-10k/images/I09.png,1.47 KADID-10k/images/I09_05_01.png,Color_Shift,KADID-10k/images/I09.png,3.61 KADID-10k/images/I09_05_02.png,Color_Shift,KADID-10k/images/I09.png,1.8 KADID-10k/images/I09_05_03.png,Color_Shift,KADID-10k/images/I09.png,1.47 KADID-10k/images/I09_05_04.png,Color_Shift,KADID-10k/images/I09.png,1.5 KADID-10k/images/I09_05_05.png,Color_Shift,KADID-10k/images/I09.png,1.4 KADID-10k/images/I09_06_01.png,Color_Quantization,KADID-10k/images/I09.png,3.9 KADID-10k/images/I09_06_02.png,Color_Quantization,KADID-10k/images/I09.png,3.83 KADID-10k/images/I09_06_03.png,Color_Quantization,KADID-10k/images/I09.png,3.77 KADID-10k/images/I09_06_04.png,Color_Quantization,KADID-10k/images/I09.png,2.7 KADID-10k/images/I09_06_05.png,Color_Quantization,KADID-10k/images/I09.png,2.3 KADID-10k/images/I09_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I09.png,2.87 KADID-10k/images/I09_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I09.png,2.73 KADID-10k/images/I09_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I09.png,2.27 KADID-10k/images/I09_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I09.png,2.07 KADID-10k/images/I09_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I09.png,2.3 KADID-10k/images/I09_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I09.png,4.37 KADID-10k/images/I09_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I09.png,3.1 KADID-10k/images/I09_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I09.png,2.47 KADID-10k/images/I09_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I09.png,1.58 KADID-10k/images/I09_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I09.png,1.6 KADID-10k/images/I09_09_01.png,JP2K,KADID-10k/images/I09.png,4.1 KADID-10k/images/I09_09_02.png,JP2K,KADID-10k/images/I09.png,3.33 KADID-10k/images/I09_09_03.png,JP2K,KADID-10k/images/I09.png,2.63 KADID-10k/images/I09_09_04.png,JP2K,KADID-10k/images/I09.png,1.77 KADID-10k/images/I09_09_05.png,JP2K,KADID-10k/images/I09.png,1.17 KADID-10k/images/I09_10_01.png,JPEG,KADID-10k/images/I09.png,3.93 KADID-10k/images/I09_10_02.png,JPEG,KADID-10k/images/I09.png,4.37 KADID-10k/images/I09_10_03.png,JPEG,KADID-10k/images/I09.png,3.67 KADID-10k/images/I09_10_04.png,JPEG,KADID-10k/images/I09.png,1.93 KADID-10k/images/I09_10_05.png,JPEG,KADID-10k/images/I09.png,1.23 KADID-10k/images/I09_11_01.png,AWGN,KADID-10k/images/I09.png,4.3 KADID-10k/images/I09_11_02.png,AWGN,KADID-10k/images/I09.png,3.33 KADID-10k/images/I09_11_03.png,AWGN,KADID-10k/images/I09.png,3 KADID-10k/images/I09_11_04.png,AWGN,KADID-10k/images/I09.png,2.53 KADID-10k/images/I09_11_05.png,AWGN,KADID-10k/images/I09.png,2.1 KADID-10k/images/I09_12_01.png,AWGN_YCbCr,KADID-10k/images/I09.png,4.67 KADID-10k/images/I09_12_02.png,AWGN_YCbCr,KADID-10k/images/I09.png,3.77 KADID-10k/images/I09_12_03.png,AWGN_YCbCr,KADID-10k/images/I09.png,2.83 KADID-10k/images/I09_12_04.png,AWGN_YCbCr,KADID-10k/images/I09.png,2.7 KADID-10k/images/I09_12_05.png,AWGN_YCbCr,KADID-10k/images/I09.png,2.2 KADID-10k/images/I09_13_01.png,Impulse_Noise,KADID-10k/images/I09.png,3.97 KADID-10k/images/I09_13_02.png,Impulse_Noise,KADID-10k/images/I09.png,2.57 KADID-10k/images/I09_13_03.png,Impulse_Noise,KADID-10k/images/I09.png,2.83 KADID-10k/images/I09_13_04.png,Impulse_Noise,KADID-10k/images/I09.png,2.42 KADID-10k/images/I09_13_05.png,Impulse_Noise,KADID-10k/images/I09.png,2.35 KADID-10k/images/I09_14_01.png,Multiplicative_Noise,KADID-10k/images/I09.png,4.33 KADID-10k/images/I09_14_02.png,Multiplicative_Noise,KADID-10k/images/I09.png,3.1 KADID-10k/images/I09_14_03.png,Multiplicative_Noise,KADID-10k/images/I09.png,2.9 KADID-10k/images/I09_14_04.png,Multiplicative_Noise,KADID-10k/images/I09.png,2.27 KADID-10k/images/I09_14_05.png,Multiplicative_Noise,KADID-10k/images/I09.png,1.63 KADID-10k/images/I09_15_01.png,Denoising,KADID-10k/images/I09.png,3.37 KADID-10k/images/I09_15_02.png,Denoising,KADID-10k/images/I09.png,2.57 KADID-10k/images/I09_15_03.png,Denoising,KADID-10k/images/I09.png,2.23 KADID-10k/images/I09_15_04.png,Denoising,KADID-10k/images/I09.png,1.6 KADID-10k/images/I09_15_05.png,Denoising,KADID-10k/images/I09.png,1.5 KADID-10k/images/I09_16_01.png,Brighten,KADID-10k/images/I09.png,4.5 KADID-10k/images/I09_16_02.png,Brighten,KADID-10k/images/I09.png,3.97 KADID-10k/images/I09_16_03.png,Brighten,KADID-10k/images/I09.png,3.03 KADID-10k/images/I09_16_04.png,Brighten,KADID-10k/images/I09.png,2.33 KADID-10k/images/I09_16_05.png,Brighten,KADID-10k/images/I09.png,1.57 KADID-10k/images/I09_17_01.png,Darken,KADID-10k/images/I09.png,4.6 KADID-10k/images/I09_17_02.png,Darken,KADID-10k/images/I09.png,4.5 KADID-10k/images/I09_17_03.png,Darken,KADID-10k/images/I09.png,4.13 KADID-10k/images/I09_17_04.png,Darken,KADID-10k/images/I09.png,3.33 KADID-10k/images/I09_17_05.png,Darken,KADID-10k/images/I09.png,1.87 KADID-10k/images/I09_18_01.png,Mean_Shift,KADID-10k/images/I09.png,4.3 KADID-10k/images/I09_18_02.png,Mean_Shift,KADID-10k/images/I09.png,4.53 KADID-10k/images/I09_18_03.png,Mean_Shift,KADID-10k/images/I09.png,4.53 KADID-10k/images/I09_18_04.png,Mean_Shift,KADID-10k/images/I09.png,4.43 KADID-10k/images/I09_18_05.png,Mean_Shift,KADID-10k/images/I09.png,3.8 KADID-10k/images/I09_19_01.png,Jitter,KADID-10k/images/I09.png,4.17 KADID-10k/images/I09_19_02.png,Jitter,KADID-10k/images/I09.png,3.83 KADID-10k/images/I09_19_03.png,Jitter,KADID-10k/images/I09.png,3.43 KADID-10k/images/I09_19_04.png,Jitter,KADID-10k/images/I09.png,1.83 KADID-10k/images/I09_19_05.png,Jitter,KADID-10k/images/I09.png,1.27 KADID-10k/images/I09_20_01.png,Non-eccentricity_patch,KADID-10k/images/I09.png,4.4 KADID-10k/images/I09_20_02.png,Non-eccentricity_patch,KADID-10k/images/I09.png,4.37 KADID-10k/images/I09_20_03.png,Non-eccentricity_patch,KADID-10k/images/I09.png,4.1 KADID-10k/images/I09_20_04.png,Non-eccentricity_patch,KADID-10k/images/I09.png,3.73 KADID-10k/images/I09_20_05.png,Non-eccentricity_patch,KADID-10k/images/I09.png,3.3 KADID-10k/images/I09_21_01.png,Pixelate,KADID-10k/images/I09.png,3.83 KADID-10k/images/I09_21_02.png,Pixelate,KADID-10k/images/I09.png,3.5 KADID-10k/images/I09_21_03.png,Pixelate,KADID-10k/images/I09.png,3.07 KADID-10k/images/I09_21_04.png,Pixelate,KADID-10k/images/I09.png,3.17 KADID-10k/images/I09_21_05.png,Pixelate,KADID-10k/images/I09.png,1.57 KADID-10k/images/I09_22_01.png,Quantization,KADID-10k/images/I09.png,4.7 KADID-10k/images/I09_22_02.png,Quantization,KADID-10k/images/I09.png,4.33 KADID-10k/images/I09_22_03.png,Quantization,KADID-10k/images/I09.png,4.23 KADID-10k/images/I09_22_04.png,Quantization,KADID-10k/images/I09.png,4.1 KADID-10k/images/I09_22_05.png,Quantization,KADID-10k/images/I09.png,3.4 KADID-10k/images/I09_23_01.png,Color_Block,KADID-10k/images/I09.png,2.39 KADID-10k/images/I09_23_02.png,Color_Block,KADID-10k/images/I09.png,2.33 KADID-10k/images/I09_23_03.png,Color_Block,KADID-10k/images/I09.png,2.17 KADID-10k/images/I09_23_04.png,Color_Block,KADID-10k/images/I09.png,2.03 KADID-10k/images/I09_23_05.png,Color_Block,KADID-10k/images/I09.png,1.83 KADID-10k/images/I09_24_01.png,High_Sharpen,KADID-10k/images/I09.png,3.07 KADID-10k/images/I09_24_02.png,High_Sharpen,KADID-10k/images/I09.png,2.2 KADID-10k/images/I09_24_03.png,High_Sharpen,KADID-10k/images/I09.png,1.87 KADID-10k/images/I09_24_04.png,High_Sharpen,KADID-10k/images/I09.png,1.23 KADID-10k/images/I09_24_05.png,High_Sharpen,KADID-10k/images/I09.png,1.1 KADID-10k/images/I09_25_01.png,Contrast Dist.,KADID-10k/images/I09.png,3.07 KADID-10k/images/I09_25_02.png,Contrast Dist.,KADID-10k/images/I09.png,3.63 KADID-10k/images/I09_25_03.png,Contrast Dist.,KADID-10k/images/I09.png,4.23 KADID-10k/images/I09_25_04.png,Contrast Dist.,KADID-10k/images/I09.png,4.1 KADID-10k/images/I09_25_05.png,Contrast Dist.,KADID-10k/images/I09.png,3.57 KADID-10k/images/I10_01_01.png,GBLUR,KADID-10k/images/I10.png,4.73 KADID-10k/images/I10_01_02.png,GBLUR,KADID-10k/images/I10.png,4.53 KADID-10k/images/I10_01_03.png,GBLUR,KADID-10k/images/I10.png,2.8 KADID-10k/images/I10_01_04.png,GBLUR,KADID-10k/images/I10.png,1.67 KADID-10k/images/I10_01_05.png,GBLUR,KADID-10k/images/I10.png,1.23 KADID-10k/images/I10_02_01.png,Lens_Blur,KADID-10k/images/I10.png,3.9 KADID-10k/images/I10_02_02.png,Lens_Blur,KADID-10k/images/I10.png,2.57 KADID-10k/images/I10_02_03.png,Lens_Blur,KADID-10k/images/I10.png,1.77 KADID-10k/images/I10_02_04.png,Lens_Blur,KADID-10k/images/I10.png,1.27 KADID-10k/images/I10_02_05.png,Lens_Blur,KADID-10k/images/I10.png,1.33 KADID-10k/images/I10_03_01.png,Motion_Blur,KADID-10k/images/I10.png,4.67 KADID-10k/images/I10_03_02.png,Motion_Blur,KADID-10k/images/I10.png,4.2 KADID-10k/images/I10_03_03.png,Motion_Blur,KADID-10k/images/I10.png,2.9 KADID-10k/images/I10_03_04.png,Motion_Blur,KADID-10k/images/I10.png,2.17 KADID-10k/images/I10_03_05.png,Motion_Blur,KADID-10k/images/I10.png,1.4 KADID-10k/images/I10_04_01.png,Color_Diffusion,KADID-10k/images/I10.png,4.63 KADID-10k/images/I10_04_02.png,Color_Diffusion,KADID-10k/images/I10.png,2.93 KADID-10k/images/I10_04_03.png,Color_Diffusion,KADID-10k/images/I10.png,1.93 KADID-10k/images/I10_04_04.png,Color_Diffusion,KADID-10k/images/I10.png,1.53 KADID-10k/images/I10_04_05.png,Color_Diffusion,KADID-10k/images/I10.png,1.27 KADID-10k/images/I10_05_01.png,Color_Shift,KADID-10k/images/I10.png,4.63 KADID-10k/images/I10_05_02.png,Color_Shift,KADID-10k/images/I10.png,2.5 KADID-10k/images/I10_05_03.png,Color_Shift,KADID-10k/images/I10.png,1.73 KADID-10k/images/I10_05_04.png,Color_Shift,KADID-10k/images/I10.png,1.63 KADID-10k/images/I10_05_05.png,Color_Shift,KADID-10k/images/I10.png,1.83 KADID-10k/images/I10_06_01.png,Color_Quantization,KADID-10k/images/I10.png,3.63 KADID-10k/images/I10_06_02.png,Color_Quantization,KADID-10k/images/I10.png,3.83 KADID-10k/images/I10_06_03.png,Color_Quantization,KADID-10k/images/I10.png,3.8 KADID-10k/images/I10_06_04.png,Color_Quantization,KADID-10k/images/I10.png,3.13 KADID-10k/images/I10_06_05.png,Color_Quantization,KADID-10k/images/I10.png,2.03 KADID-10k/images/I10_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I10.png,3.27 KADID-10k/images/I10_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I10.png,2.27 KADID-10k/images/I10_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I10.png,2.23 KADID-10k/images/I10_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I10.png,2.33 KADID-10k/images/I10_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I10.png,1.83 KADID-10k/images/I10_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I10.png,4.73 KADID-10k/images/I10_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I10.png,3.03 KADID-10k/images/I10_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I10.png,2.33 KADID-10k/images/I10_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I10.png,1.63 KADID-10k/images/I10_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I10.png,1.27 KADID-10k/images/I10_09_01.png,JP2K,KADID-10k/images/I10.png,4.7 KADID-10k/images/I10_09_02.png,JP2K,KADID-10k/images/I10.png,4.47 KADID-10k/images/I10_09_03.png,JP2K,KADID-10k/images/I10.png,4.03 KADID-10k/images/I10_09_04.png,JP2K,KADID-10k/images/I10.png,1.97 KADID-10k/images/I10_09_05.png,JP2K,KADID-10k/images/I10.png,1.13 KADID-10k/images/I10_10_01.png,JPEG,KADID-10k/images/I10.png,4.07 KADID-10k/images/I10_10_02.png,JPEG,KADID-10k/images/I10.png,4.23 KADID-10k/images/I10_10_03.png,JPEG,KADID-10k/images/I10.png,3.4 KADID-10k/images/I10_10_04.png,JPEG,KADID-10k/images/I10.png,1.57 KADID-10k/images/I10_10_05.png,JPEG,KADID-10k/images/I10.png,1.17 KADID-10k/images/I10_11_01.png,AWGN,KADID-10k/images/I10.png,3.1 KADID-10k/images/I10_11_02.png,AWGN,KADID-10k/images/I10.png,2.9 KADID-10k/images/I10_11_03.png,AWGN,KADID-10k/images/I10.png,2.83 KADID-10k/images/I10_11_04.png,AWGN,KADID-10k/images/I10.png,2.27 KADID-10k/images/I10_11_05.png,AWGN,KADID-10k/images/I10.png,1.8 KADID-10k/images/I10_12_01.png,AWGN_YCbCr,KADID-10k/images/I10.png,4.03 KADID-10k/images/I10_12_02.png,AWGN_YCbCr,KADID-10k/images/I10.png,3 KADID-10k/images/I10_12_03.png,AWGN_YCbCr,KADID-10k/images/I10.png,2.6 KADID-10k/images/I10_12_04.png,AWGN_YCbCr,KADID-10k/images/I10.png,2.33 KADID-10k/images/I10_12_05.png,AWGN_YCbCr,KADID-10k/images/I10.png,2.1 KADID-10k/images/I10_13_01.png,Impulse_Noise,KADID-10k/images/I10.png,3.57 KADID-10k/images/I10_13_02.png,Impulse_Noise,KADID-10k/images/I10.png,2.7 KADID-10k/images/I10_13_03.png,Impulse_Noise,KADID-10k/images/I10.png,2.3 KADID-10k/images/I10_13_04.png,Impulse_Noise,KADID-10k/images/I10.png,2.17 KADID-10k/images/I10_13_05.png,Impulse_Noise,KADID-10k/images/I10.png,1.97 KADID-10k/images/I10_14_01.png,Multiplicative_Noise,KADID-10k/images/I10.png,4.5 KADID-10k/images/I10_14_02.png,Multiplicative_Noise,KADID-10k/images/I10.png,3.2 KADID-10k/images/I10_14_03.png,Multiplicative_Noise,KADID-10k/images/I10.png,2.47 KADID-10k/images/I10_14_04.png,Multiplicative_Noise,KADID-10k/images/I10.png,2.07 KADID-10k/images/I10_14_05.png,Multiplicative_Noise,KADID-10k/images/I10.png,1.87 KADID-10k/images/I10_15_01.png,Denoising,KADID-10k/images/I10.png,3.6 KADID-10k/images/I10_15_02.png,Denoising,KADID-10k/images/I10.png,2.3 KADID-10k/images/I10_15_03.png,Denoising,KADID-10k/images/I10.png,2.03 KADID-10k/images/I10_15_04.png,Denoising,KADID-10k/images/I10.png,1.63 KADID-10k/images/I10_15_05.png,Denoising,KADID-10k/images/I10.png,1.37 KADID-10k/images/I10_16_01.png,Brighten,KADID-10k/images/I10.png,4.43 KADID-10k/images/I10_16_02.png,Brighten,KADID-10k/images/I10.png,4.17 KADID-10k/images/I10_16_03.png,Brighten,KADID-10k/images/I10.png,3.73 KADID-10k/images/I10_16_04.png,Brighten,KADID-10k/images/I10.png,2.77 KADID-10k/images/I10_16_05.png,Brighten,KADID-10k/images/I10.png,1.73 KADID-10k/images/I10_17_01.png,Darken,KADID-10k/images/I10.png,4.87 KADID-10k/images/I10_17_02.png,Darken,KADID-10k/images/I10.png,4.3 KADID-10k/images/I10_17_03.png,Darken,KADID-10k/images/I10.png,4.23 KADID-10k/images/I10_17_04.png,Darken,KADID-10k/images/I10.png,3.41 KADID-10k/images/I10_17_05.png,Darken,KADID-10k/images/I10.png,2.27 KADID-10k/images/I10_18_01.png,Mean_Shift,KADID-10k/images/I10.png,4.33 KADID-10k/images/I10_18_02.png,Mean_Shift,KADID-10k/images/I10.png,4.57 KADID-10k/images/I10_18_03.png,Mean_Shift,KADID-10k/images/I10.png,4.73 KADID-10k/images/I10_18_04.png,Mean_Shift,KADID-10k/images/I10.png,4.57 KADID-10k/images/I10_18_05.png,Mean_Shift,KADID-10k/images/I10.png,3.8 KADID-10k/images/I10_19_01.png,Jitter,KADID-10k/images/I10.png,4.63 KADID-10k/images/I10_19_02.png,Jitter,KADID-10k/images/I10.png,4.23 KADID-10k/images/I10_19_03.png,Jitter,KADID-10k/images/I10.png,3.43 KADID-10k/images/I10_19_04.png,Jitter,KADID-10k/images/I10.png,1.63 KADID-10k/images/I10_19_05.png,Jitter,KADID-10k/images/I10.png,1.2 KADID-10k/images/I10_20_01.png,Non-eccentricity_patch,KADID-10k/images/I10.png,4.57 KADID-10k/images/I10_20_02.png,Non-eccentricity_patch,KADID-10k/images/I10.png,4.47 KADID-10k/images/I10_20_03.png,Non-eccentricity_patch,KADID-10k/images/I10.png,4.43 KADID-10k/images/I10_20_04.png,Non-eccentricity_patch,KADID-10k/images/I10.png,4.23 KADID-10k/images/I10_20_05.png,Non-eccentricity_patch,KADID-10k/images/I10.png,3.97 KADID-10k/images/I10_21_01.png,Pixelate,KADID-10k/images/I10.png,3.27 KADID-10k/images/I10_21_02.png,Pixelate,KADID-10k/images/I10.png,2.4 KADID-10k/images/I10_21_03.png,Pixelate,KADID-10k/images/I10.png,2.43 KADID-10k/images/I10_21_04.png,Pixelate,KADID-10k/images/I10.png,2.27 KADID-10k/images/I10_21_05.png,Pixelate,KADID-10k/images/I10.png,1.23 KADID-10k/images/I10_22_01.png,Quantization,KADID-10k/images/I10.png,3.81 KADID-10k/images/I10_22_02.png,Quantization,KADID-10k/images/I10.png,3.87 KADID-10k/images/I10_22_03.png,Quantization,KADID-10k/images/I10.png,2.97 KADID-10k/images/I10_22_04.png,Quantization,KADID-10k/images/I10.png,3.03 KADID-10k/images/I10_22_05.png,Quantization,KADID-10k/images/I10.png,2.1 KADID-10k/images/I10_23_01.png,Color_Block,KADID-10k/images/I10.png,2.93 KADID-10k/images/I10_23_02.png,Color_Block,KADID-10k/images/I10.png,2.03 KADID-10k/images/I10_23_03.png,Color_Block,KADID-10k/images/I10.png,2.57 KADID-10k/images/I10_23_04.png,Color_Block,KADID-10k/images/I10.png,1.97 KADID-10k/images/I10_23_05.png,Color_Block,KADID-10k/images/I10.png,2.23 KADID-10k/images/I10_24_01.png,High_Sharpen,KADID-10k/images/I10.png,3.67 KADID-10k/images/I10_24_02.png,High_Sharpen,KADID-10k/images/I10.png,2.63 KADID-10k/images/I10_24_03.png,High_Sharpen,KADID-10k/images/I10.png,2.17 KADID-10k/images/I10_24_04.png,High_Sharpen,KADID-10k/images/I10.png,1.5 KADID-10k/images/I10_24_05.png,High_Sharpen,KADID-10k/images/I10.png,1.3 KADID-10k/images/I10_25_01.png,Contrast Dist.,KADID-10k/images/I10.png,3.23 KADID-10k/images/I10_25_02.png,Contrast Dist.,KADID-10k/images/I10.png,3.6 KADID-10k/images/I10_25_03.png,Contrast Dist.,KADID-10k/images/I10.png,4.37 KADID-10k/images/I10_25_04.png,Contrast Dist.,KADID-10k/images/I10.png,4.33 KADID-10k/images/I10_25_05.png,Contrast Dist.,KADID-10k/images/I10.png,3.83 KADID-10k/images/I11_01_01.png,GBLUR,KADID-10k/images/I11.png,4.6 KADID-10k/images/I11_01_02.png,GBLUR,KADID-10k/images/I11.png,4.07 KADID-10k/images/I11_01_03.png,GBLUR,KADID-10k/images/I11.png,2.5 KADID-10k/images/I11_01_04.png,GBLUR,KADID-10k/images/I11.png,1.77 KADID-10k/images/I11_01_05.png,GBLUR,KADID-10k/images/I11.png,1.35 KADID-10k/images/I11_02_01.png,Lens_Blur,KADID-10k/images/I11.png,3.4 KADID-10k/images/I11_02_02.png,Lens_Blur,KADID-10k/images/I11.png,2.07 KADID-10k/images/I11_02_03.png,Lens_Blur,KADID-10k/images/I11.png,1.77 KADID-10k/images/I11_02_04.png,Lens_Blur,KADID-10k/images/I11.png,1.4 KADID-10k/images/I11_02_05.png,Lens_Blur,KADID-10k/images/I11.png,1.27 KADID-10k/images/I11_03_01.png,Motion_Blur,KADID-10k/images/I11.png,4.7 KADID-10k/images/I11_03_02.png,Motion_Blur,KADID-10k/images/I11.png,3.57 KADID-10k/images/I11_03_03.png,Motion_Blur,KADID-10k/images/I11.png,2.47 KADID-10k/images/I11_03_04.png,Motion_Blur,KADID-10k/images/I11.png,2.1 KADID-10k/images/I11_03_05.png,Motion_Blur,KADID-10k/images/I11.png,1.47 KADID-10k/images/I11_04_01.png,Color_Diffusion,KADID-10k/images/I11.png,4.47 KADID-10k/images/I11_04_02.png,Color_Diffusion,KADID-10k/images/I11.png,2.83 KADID-10k/images/I11_04_03.png,Color_Diffusion,KADID-10k/images/I11.png,2 KADID-10k/images/I11_04_04.png,Color_Diffusion,KADID-10k/images/I11.png,1.73 KADID-10k/images/I11_04_05.png,Color_Diffusion,KADID-10k/images/I11.png,1.6 KADID-10k/images/I11_05_01.png,Color_Shift,KADID-10k/images/I11.png,4.5 KADID-10k/images/I11_05_02.png,Color_Shift,KADID-10k/images/I11.png,1.77 KADID-10k/images/I11_05_03.png,Color_Shift,KADID-10k/images/I11.png,1.97 KADID-10k/images/I11_05_04.png,Color_Shift,KADID-10k/images/I11.png,2.03 KADID-10k/images/I11_05_05.png,Color_Shift,KADID-10k/images/I11.png,1.6 KADID-10k/images/I11_06_01.png,Color_Quantization,KADID-10k/images/I11.png,4.17 KADID-10k/images/I11_06_02.png,Color_Quantization,KADID-10k/images/I11.png,4.03 KADID-10k/images/I11_06_03.png,Color_Quantization,KADID-10k/images/I11.png,4.03 KADID-10k/images/I11_06_04.png,Color_Quantization,KADID-10k/images/I11.png,3 KADID-10k/images/I11_06_05.png,Color_Quantization,KADID-10k/images/I11.png,1.9 KADID-10k/images/I11_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I11.png,3.2 KADID-10k/images/I11_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I11.png,2.53 KADID-10k/images/I11_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I11.png,2.5 KADID-10k/images/I11_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I11.png,2.6 KADID-10k/images/I11_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I11.png,2.03 KADID-10k/images/I11_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I11.png,4.53 KADID-10k/images/I11_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I11.png,3.43 KADID-10k/images/I11_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I11.png,2.9 KADID-10k/images/I11_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I11.png,2 KADID-10k/images/I11_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I11.png,1.47 KADID-10k/images/I11_09_01.png,JP2K,KADID-10k/images/I11.png,4.63 KADID-10k/images/I11_09_02.png,JP2K,KADID-10k/images/I11.png,4.27 KADID-10k/images/I11_09_03.png,JP2K,KADID-10k/images/I11.png,4.1 KADID-10k/images/I11_09_04.png,JP2K,KADID-10k/images/I11.png,2.27 KADID-10k/images/I11_09_05.png,JP2K,KADID-10k/images/I11.png,1.4 KADID-10k/images/I11_10_01.png,JPEG,KADID-10k/images/I11.png,4.43 KADID-10k/images/I11_10_02.png,JPEG,KADID-10k/images/I11.png,4.17 KADID-10k/images/I11_10_03.png,JPEG,KADID-10k/images/I11.png,4.03 KADID-10k/images/I11_10_04.png,JPEG,KADID-10k/images/I11.png,1.63 KADID-10k/images/I11_10_05.png,JPEG,KADID-10k/images/I11.png,1.16 KADID-10k/images/I11_11_01.png,AWGN,KADID-10k/images/I11.png,3.97 KADID-10k/images/I11_11_02.png,AWGN,KADID-10k/images/I11.png,2.9 KADID-10k/images/I11_11_03.png,AWGN,KADID-10k/images/I11.png,2.8 KADID-10k/images/I11_11_04.png,AWGN,KADID-10k/images/I11.png,2.47 KADID-10k/images/I11_11_05.png,AWGN,KADID-10k/images/I11.png,2.13 KADID-10k/images/I11_12_01.png,AWGN_YCbCr,KADID-10k/images/I11.png,4.53 KADID-10k/images/I11_12_02.png,AWGN_YCbCr,KADID-10k/images/I11.png,3.2 KADID-10k/images/I11_12_03.png,AWGN_YCbCr,KADID-10k/images/I11.png,3 KADID-10k/images/I11_12_04.png,AWGN_YCbCr,KADID-10k/images/I11.png,2.57 KADID-10k/images/I11_12_05.png,AWGN_YCbCr,KADID-10k/images/I11.png,2.13 KADID-10k/images/I11_13_01.png,Impulse_Noise,KADID-10k/images/I11.png,3.57 KADID-10k/images/I11_13_02.png,Impulse_Noise,KADID-10k/images/I11.png,2.67 KADID-10k/images/I11_13_03.png,Impulse_Noise,KADID-10k/images/I11.png,2.27 KADID-10k/images/I11_13_04.png,Impulse_Noise,KADID-10k/images/I11.png,2.4 KADID-10k/images/I11_13_05.png,Impulse_Noise,KADID-10k/images/I11.png,1.93 KADID-10k/images/I11_14_01.png,Multiplicative_Noise,KADID-10k/images/I11.png,4.57 KADID-10k/images/I11_14_02.png,Multiplicative_Noise,KADID-10k/images/I11.png,3.8 KADID-10k/images/I11_14_03.png,Multiplicative_Noise,KADID-10k/images/I11.png,2.8 KADID-10k/images/I11_14_04.png,Multiplicative_Noise,KADID-10k/images/I11.png,2.63 KADID-10k/images/I11_14_05.png,Multiplicative_Noise,KADID-10k/images/I11.png,2.23 KADID-10k/images/I11_15_01.png,Denoising,KADID-10k/images/I11.png,3.13 KADID-10k/images/I11_15_02.png,Denoising,KADID-10k/images/I11.png,2.23 KADID-10k/images/I11_15_03.png,Denoising,KADID-10k/images/I11.png,1.73 KADID-10k/images/I11_15_04.png,Denoising,KADID-10k/images/I11.png,1.37 KADID-10k/images/I11_15_05.png,Denoising,KADID-10k/images/I11.png,1.43 KADID-10k/images/I11_16_01.png,Brighten,KADID-10k/images/I11.png,4.43 KADID-10k/images/I11_16_02.png,Brighten,KADID-10k/images/I11.png,4.07 KADID-10k/images/I11_16_03.png,Brighten,KADID-10k/images/I11.png,3.7 KADID-10k/images/I11_16_04.png,Brighten,KADID-10k/images/I11.png,3.2 KADID-10k/images/I11_16_05.png,Brighten,KADID-10k/images/I11.png,2.6 KADID-10k/images/I11_17_01.png,Darken,KADID-10k/images/I11.png,4.7 KADID-10k/images/I11_17_02.png,Darken,KADID-10k/images/I11.png,4.67 KADID-10k/images/I11_17_03.png,Darken,KADID-10k/images/I11.png,4.6 KADID-10k/images/I11_17_04.png,Darken,KADID-10k/images/I11.png,3.33 KADID-10k/images/I11_17_05.png,Darken,KADID-10k/images/I11.png,1.37 KADID-10k/images/I11_18_01.png,Mean_Shift,KADID-10k/images/I11.png,4.23 KADID-10k/images/I11_18_02.png,Mean_Shift,KADID-10k/images/I11.png,4.6 KADID-10k/images/I11_18_03.png,Mean_Shift,KADID-10k/images/I11.png,4.68 KADID-10k/images/I11_18_04.png,Mean_Shift,KADID-10k/images/I11.png,4.27 KADID-10k/images/I11_18_05.png,Mean_Shift,KADID-10k/images/I11.png,3.47 KADID-10k/images/I11_19_01.png,Jitter,KADID-10k/images/I11.png,4.3 KADID-10k/images/I11_19_02.png,Jitter,KADID-10k/images/I11.png,4.23 KADID-10k/images/I11_19_03.png,Jitter,KADID-10k/images/I11.png,3.13 KADID-10k/images/I11_19_04.png,Jitter,KADID-10k/images/I11.png,1.87 KADID-10k/images/I11_19_05.png,Jitter,KADID-10k/images/I11.png,1.4 KADID-10k/images/I11_20_01.png,Non-eccentricity_patch,KADID-10k/images/I11.png,4.47 KADID-10k/images/I11_20_02.png,Non-eccentricity_patch,KADID-10k/images/I11.png,4.67 KADID-10k/images/I11_20_03.png,Non-eccentricity_patch,KADID-10k/images/I11.png,4.17 KADID-10k/images/I11_20_04.png,Non-eccentricity_patch,KADID-10k/images/I11.png,4.17 KADID-10k/images/I11_20_05.png,Non-eccentricity_patch,KADID-10k/images/I11.png,4.03 KADID-10k/images/I11_21_01.png,Pixelate,KADID-10k/images/I11.png,4.5 KADID-10k/images/I11_21_02.png,Pixelate,KADID-10k/images/I11.png,3.9 KADID-10k/images/I11_21_03.png,Pixelate,KADID-10k/images/I11.png,3.47 KADID-10k/images/I11_21_04.png,Pixelate,KADID-10k/images/I11.png,2.93 KADID-10k/images/I11_21_05.png,Pixelate,KADID-10k/images/I11.png,1.47 KADID-10k/images/I11_22_01.png,Quantization,KADID-10k/images/I11.png,4.1 KADID-10k/images/I11_22_02.png,Quantization,KADID-10k/images/I11.png,3.53 KADID-10k/images/I11_22_03.png,Quantization,KADID-10k/images/I11.png,3.1 KADID-10k/images/I11_22_04.png,Quantization,KADID-10k/images/I11.png,2.5 KADID-10k/images/I11_22_05.png,Quantization,KADID-10k/images/I11.png,2.27 KADID-10k/images/I11_23_01.png,Color_Block,KADID-10k/images/I11.png,1.93 KADID-10k/images/I11_23_02.png,Color_Block,KADID-10k/images/I11.png,1.63 KADID-10k/images/I11_23_03.png,Color_Block,KADID-10k/images/I11.png,2.5 KADID-10k/images/I11_23_04.png,Color_Block,KADID-10k/images/I11.png,2.07 KADID-10k/images/I11_23_05.png,Color_Block,KADID-10k/images/I11.png,1.6 KADID-10k/images/I11_24_01.png,High_Sharpen,KADID-10k/images/I11.png,3.3 KADID-10k/images/I11_24_02.png,High_Sharpen,KADID-10k/images/I11.png,2.5 KADID-10k/images/I11_24_03.png,High_Sharpen,KADID-10k/images/I11.png,1.83 KADID-10k/images/I11_24_04.png,High_Sharpen,KADID-10k/images/I11.png,1.6 KADID-10k/images/I11_24_05.png,High_Sharpen,KADID-10k/images/I11.png,1.13 KADID-10k/images/I11_25_01.png,Contrast Dist.,KADID-10k/images/I11.png,3.3 KADID-10k/images/I11_25_02.png,Contrast Dist.,KADID-10k/images/I11.png,3.57 KADID-10k/images/I11_25_03.png,Contrast Dist.,KADID-10k/images/I11.png,4.3 KADID-10k/images/I11_25_04.png,Contrast Dist.,KADID-10k/images/I11.png,3.73 KADID-10k/images/I11_25_05.png,Contrast Dist.,KADID-10k/images/I11.png,2.83 KADID-10k/images/I12_01_01.png,GBLUR,KADID-10k/images/I12.png,4.53 KADID-10k/images/I12_01_02.png,GBLUR,KADID-10k/images/I12.png,3.87 KADID-10k/images/I12_01_03.png,GBLUR,KADID-10k/images/I12.png,2.4 KADID-10k/images/I12_01_04.png,GBLUR,KADID-10k/images/I12.png,1.67 KADID-10k/images/I12_01_05.png,GBLUR,KADID-10k/images/I12.png,1.17 KADID-10k/images/I12_02_01.png,Lens_Blur,KADID-10k/images/I12.png,3.13 KADID-10k/images/I12_02_02.png,Lens_Blur,KADID-10k/images/I12.png,2 KADID-10k/images/I12_02_03.png,Lens_Blur,KADID-10k/images/I12.png,1.23 KADID-10k/images/I12_02_04.png,Lens_Blur,KADID-10k/images/I12.png,1.37 KADID-10k/images/I12_02_05.png,Lens_Blur,KADID-10k/images/I12.png,1.2 KADID-10k/images/I12_03_01.png,Motion_Blur,KADID-10k/images/I12.png,4.53 KADID-10k/images/I12_03_02.png,Motion_Blur,KADID-10k/images/I12.png,3.7 KADID-10k/images/I12_03_03.png,Motion_Blur,KADID-10k/images/I12.png,2.06 KADID-10k/images/I12_03_04.png,Motion_Blur,KADID-10k/images/I12.png,1.6 KADID-10k/images/I12_03_05.png,Motion_Blur,KADID-10k/images/I12.png,1.37 KADID-10k/images/I12_04_01.png,Color_Diffusion,KADID-10k/images/I12.png,4.5 KADID-10k/images/I12_04_02.png,Color_Diffusion,KADID-10k/images/I12.png,2.63 KADID-10k/images/I12_04_03.png,Color_Diffusion,KADID-10k/images/I12.png,1.73 KADID-10k/images/I12_04_04.png,Color_Diffusion,KADID-10k/images/I12.png,1.53 KADID-10k/images/I12_04_05.png,Color_Diffusion,KADID-10k/images/I12.png,1.3 KADID-10k/images/I12_05_01.png,Color_Shift,KADID-10k/images/I12.png,3 KADID-10k/images/I12_05_02.png,Color_Shift,KADID-10k/images/I12.png,2.17 KADID-10k/images/I12_05_03.png,Color_Shift,KADID-10k/images/I12.png,1.4 KADID-10k/images/I12_05_04.png,Color_Shift,KADID-10k/images/I12.png,1.17 KADID-10k/images/I12_05_05.png,Color_Shift,KADID-10k/images/I12.png,1.2 KADID-10k/images/I12_06_01.png,Color_Quantization,KADID-10k/images/I12.png,4.45 KADID-10k/images/I12_06_02.png,Color_Quantization,KADID-10k/images/I12.png,4.06 KADID-10k/images/I12_06_03.png,Color_Quantization,KADID-10k/images/I12.png,4 KADID-10k/images/I12_06_04.png,Color_Quantization,KADID-10k/images/I12.png,3.27 KADID-10k/images/I12_06_05.png,Color_Quantization,KADID-10k/images/I12.png,2.36 KADID-10k/images/I12_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I12.png,2.4 KADID-10k/images/I12_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I12.png,1.87 KADID-10k/images/I12_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I12.png,2.67 KADID-10k/images/I12_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I12.png,2.37 KADID-10k/images/I12_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I12.png,1.93 KADID-10k/images/I12_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I12.png,4.47 KADID-10k/images/I12_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I12.png,3.5 KADID-10k/images/I12_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I12.png,3.13 KADID-10k/images/I12_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I12.png,2.55 KADID-10k/images/I12_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I12.png,1.6 KADID-10k/images/I12_09_01.png,JP2K,KADID-10k/images/I12.png,4.13 KADID-10k/images/I12_09_02.png,JP2K,KADID-10k/images/I12.png,3.07 KADID-10k/images/I12_09_03.png,JP2K,KADID-10k/images/I12.png,2.6 KADID-10k/images/I12_09_04.png,JP2K,KADID-10k/images/I12.png,1.43 KADID-10k/images/I12_09_05.png,JP2K,KADID-10k/images/I12.png,1.1 KADID-10k/images/I12_10_01.png,JPEG,KADID-10k/images/I12.png,4.5 KADID-10k/images/I12_10_02.png,JPEG,KADID-10k/images/I12.png,4.3 KADID-10k/images/I12_10_03.png,JPEG,KADID-10k/images/I12.png,4 KADID-10k/images/I12_10_04.png,JPEG,KADID-10k/images/I12.png,2.66 KADID-10k/images/I12_10_05.png,JPEG,KADID-10k/images/I12.png,1.93 KADID-10k/images/I12_11_01.png,AWGN,KADID-10k/images/I12.png,4.48 KADID-10k/images/I12_11_02.png,AWGN,KADID-10k/images/I12.png,4 KADID-10k/images/I12_11_03.png,AWGN,KADID-10k/images/I12.png,3.83 KADID-10k/images/I12_11_04.png,AWGN,KADID-10k/images/I12.png,3.07 KADID-10k/images/I12_11_05.png,AWGN,KADID-10k/images/I12.png,2.53 KADID-10k/images/I12_12_01.png,AWGN_YCbCr,KADID-10k/images/I12.png,4.63 KADID-10k/images/I12_12_02.png,AWGN_YCbCr,KADID-10k/images/I12.png,4.4 KADID-10k/images/I12_12_03.png,AWGN_YCbCr,KADID-10k/images/I12.png,3.93 KADID-10k/images/I12_12_04.png,AWGN_YCbCr,KADID-10k/images/I12.png,3.33 KADID-10k/images/I12_12_05.png,AWGN_YCbCr,KADID-10k/images/I12.png,2.97 KADID-10k/images/I12_13_01.png,Impulse_Noise,KADID-10k/images/I12.png,4.3 KADID-10k/images/I12_13_02.png,Impulse_Noise,KADID-10k/images/I12.png,3.83 KADID-10k/images/I12_13_03.png,Impulse_Noise,KADID-10k/images/I12.png,3.03 KADID-10k/images/I12_13_04.png,Impulse_Noise,KADID-10k/images/I12.png,2.73 KADID-10k/images/I12_13_05.png,Impulse_Noise,KADID-10k/images/I12.png,2.17 KADID-10k/images/I12_14_01.png,Multiplicative_Noise,KADID-10k/images/I12.png,4.4 KADID-10k/images/I12_14_02.png,Multiplicative_Noise,KADID-10k/images/I12.png,4.47 KADID-10k/images/I12_14_03.png,Multiplicative_Noise,KADID-10k/images/I12.png,3.5 KADID-10k/images/I12_14_04.png,Multiplicative_Noise,KADID-10k/images/I12.png,3.19 KADID-10k/images/I12_14_05.png,Multiplicative_Noise,KADID-10k/images/I12.png,2.47 KADID-10k/images/I12_15_01.png,Denoising,KADID-10k/images/I12.png,3.37 KADID-10k/images/I12_15_02.png,Denoising,KADID-10k/images/I12.png,2.57 KADID-10k/images/I12_15_03.png,Denoising,KADID-10k/images/I12.png,2.2 KADID-10k/images/I12_15_04.png,Denoising,KADID-10k/images/I12.png,1.87 KADID-10k/images/I12_15_05.png,Denoising,KADID-10k/images/I12.png,1.7 KADID-10k/images/I12_16_01.png,Brighten,KADID-10k/images/I12.png,4.3 KADID-10k/images/I12_16_02.png,Brighten,KADID-10k/images/I12.png,4.2 KADID-10k/images/I12_16_03.png,Brighten,KADID-10k/images/I12.png,3.3 KADID-10k/images/I12_16_04.png,Brighten,KADID-10k/images/I12.png,2.1 KADID-10k/images/I12_16_05.png,Brighten,KADID-10k/images/I12.png,1.57 KADID-10k/images/I12_17_01.png,Darken,KADID-10k/images/I12.png,4.6 KADID-10k/images/I12_17_02.png,Darken,KADID-10k/images/I12.png,4.6 KADID-10k/images/I12_17_03.png,Darken,KADID-10k/images/I12.png,4.33 KADID-10k/images/I12_17_04.png,Darken,KADID-10k/images/I12.png,3.9 KADID-10k/images/I12_17_05.png,Darken,KADID-10k/images/I12.png,2.5 KADID-10k/images/I12_18_01.png,Mean_Shift,KADID-10k/images/I12.png,4.43 KADID-10k/images/I12_18_02.png,Mean_Shift,KADID-10k/images/I12.png,4.5 KADID-10k/images/I12_18_03.png,Mean_Shift,KADID-10k/images/I12.png,4.41 KADID-10k/images/I12_18_04.png,Mean_Shift,KADID-10k/images/I12.png,4.23 KADID-10k/images/I12_18_05.png,Mean_Shift,KADID-10k/images/I12.png,3.87 KADID-10k/images/I12_19_01.png,Jitter,KADID-10k/images/I12.png,4.1 KADID-10k/images/I12_19_02.png,Jitter,KADID-10k/images/I12.png,4.13 KADID-10k/images/I12_19_03.png,Jitter,KADID-10k/images/I12.png,2.9 KADID-10k/images/I12_19_04.png,Jitter,KADID-10k/images/I12.png,1.47 KADID-10k/images/I12_19_05.png,Jitter,KADID-10k/images/I12.png,1.2 KADID-10k/images/I12_20_01.png,Non-eccentricity_patch,KADID-10k/images/I12.png,4.37 KADID-10k/images/I12_20_02.png,Non-eccentricity_patch,KADID-10k/images/I12.png,4 KADID-10k/images/I12_20_03.png,Non-eccentricity_patch,KADID-10k/images/I12.png,4.17 KADID-10k/images/I12_20_04.png,Non-eccentricity_patch,KADID-10k/images/I12.png,3.37 KADID-10k/images/I12_20_05.png,Non-eccentricity_patch,KADID-10k/images/I12.png,2.93 KADID-10k/images/I12_21_01.png,Pixelate,KADID-10k/images/I12.png,3.2 KADID-10k/images/I12_21_02.png,Pixelate,KADID-10k/images/I12.png,2.17 KADID-10k/images/I12_21_03.png,Pixelate,KADID-10k/images/I12.png,2.3 KADID-10k/images/I12_21_04.png,Pixelate,KADID-10k/images/I12.png,2.17 KADID-10k/images/I12_21_05.png,Pixelate,KADID-10k/images/I12.png,1.17 KADID-10k/images/I12_22_01.png,Quantization,KADID-10k/images/I12.png,4.53 KADID-10k/images/I12_22_02.png,Quantization,KADID-10k/images/I12.png,4.5 KADID-10k/images/I12_22_03.png,Quantization,KADID-10k/images/I12.png,4.27 KADID-10k/images/I12_22_04.png,Quantization,KADID-10k/images/I12.png,4.43 KADID-10k/images/I12_22_05.png,Quantization,KADID-10k/images/I12.png,4.1 KADID-10k/images/I12_23_01.png,Color_Block,KADID-10k/images/I12.png,2.26 KADID-10k/images/I12_23_02.png,Color_Block,KADID-10k/images/I12.png,2.17 KADID-10k/images/I12_23_03.png,Color_Block,KADID-10k/images/I12.png,2.57 KADID-10k/images/I12_23_04.png,Color_Block,KADID-10k/images/I12.png,2.27 KADID-10k/images/I12_23_05.png,Color_Block,KADID-10k/images/I12.png,2.13 KADID-10k/images/I12_24_01.png,High_Sharpen,KADID-10k/images/I12.png,3.03 KADID-10k/images/I12_24_02.png,High_Sharpen,KADID-10k/images/I12.png,1.9 KADID-10k/images/I12_24_03.png,High_Sharpen,KADID-10k/images/I12.png,2.03 KADID-10k/images/I12_24_04.png,High_Sharpen,KADID-10k/images/I12.png,1.3 KADID-10k/images/I12_24_05.png,High_Sharpen,KADID-10k/images/I12.png,1.23 KADID-10k/images/I12_25_01.png,Contrast Dist.,KADID-10k/images/I12.png,3.07 KADID-10k/images/I12_25_02.png,Contrast Dist.,KADID-10k/images/I12.png,3.87 KADID-10k/images/I12_25_03.png,Contrast Dist.,KADID-10k/images/I12.png,4.35 KADID-10k/images/I12_25_04.png,Contrast Dist.,KADID-10k/images/I12.png,4.33 KADID-10k/images/I12_25_05.png,Contrast Dist.,KADID-10k/images/I12.png,3.07 KADID-10k/images/I13_01_01.png,GBLUR,KADID-10k/images/I13.png,4.74 KADID-10k/images/I13_01_02.png,GBLUR,KADID-10k/images/I13.png,4.4 KADID-10k/images/I13_01_03.png,GBLUR,KADID-10k/images/I13.png,3.33 KADID-10k/images/I13_01_04.png,GBLUR,KADID-10k/images/I13.png,2.2 KADID-10k/images/I13_01_05.png,GBLUR,KADID-10k/images/I13.png,1.5 KADID-10k/images/I13_02_01.png,Lens_Blur,KADID-10k/images/I13.png,3.9 KADID-10k/images/I13_02_02.png,Lens_Blur,KADID-10k/images/I13.png,2.63 KADID-10k/images/I13_02_03.png,Lens_Blur,KADID-10k/images/I13.png,1.97 KADID-10k/images/I13_02_04.png,Lens_Blur,KADID-10k/images/I13.png,1.5 KADID-10k/images/I13_02_05.png,Lens_Blur,KADID-10k/images/I13.png,1.23 KADID-10k/images/I13_03_01.png,Motion_Blur,KADID-10k/images/I13.png,4.4 KADID-10k/images/I13_03_02.png,Motion_Blur,KADID-10k/images/I13.png,4.43 KADID-10k/images/I13_03_03.png,Motion_Blur,KADID-10k/images/I13.png,3.43 KADID-10k/images/I13_03_04.png,Motion_Blur,KADID-10k/images/I13.png,2.33 KADID-10k/images/I13_03_05.png,Motion_Blur,KADID-10k/images/I13.png,1.47 KADID-10k/images/I13_04_01.png,Color_Diffusion,KADID-10k/images/I13.png,4.53 KADID-10k/images/I13_04_02.png,Color_Diffusion,KADID-10k/images/I13.png,2.97 KADID-10k/images/I13_04_03.png,Color_Diffusion,KADID-10k/images/I13.png,2.7 KADID-10k/images/I13_04_04.png,Color_Diffusion,KADID-10k/images/I13.png,2.03 KADID-10k/images/I13_04_05.png,Color_Diffusion,KADID-10k/images/I13.png,2.13 KADID-10k/images/I13_05_01.png,Color_Shift,KADID-10k/images/I13.png,4 KADID-10k/images/I13_05_02.png,Color_Shift,KADID-10k/images/I13.png,3 KADID-10k/images/I13_05_03.png,Color_Shift,KADID-10k/images/I13.png,2.2 KADID-10k/images/I13_05_04.png,Color_Shift,KADID-10k/images/I13.png,2.2 KADID-10k/images/I13_05_05.png,Color_Shift,KADID-10k/images/I13.png,2.07 KADID-10k/images/I13_06_01.png,Color_Quantization,KADID-10k/images/I13.png,3.57 KADID-10k/images/I13_06_02.png,Color_Quantization,KADID-10k/images/I13.png,3.5 KADID-10k/images/I13_06_03.png,Color_Quantization,KADID-10k/images/I13.png,3.33 KADID-10k/images/I13_06_04.png,Color_Quantization,KADID-10k/images/I13.png,3.13 KADID-10k/images/I13_06_05.png,Color_Quantization,KADID-10k/images/I13.png,2.33 KADID-10k/images/I13_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I13.png,3.03 KADID-10k/images/I13_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I13.png,2.07 KADID-10k/images/I13_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I13.png,2.5 KADID-10k/images/I13_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I13.png,2.17 KADID-10k/images/I13_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I13.png,2.1 KADID-10k/images/I13_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I13.png,4.43 KADID-10k/images/I13_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I13.png,3.73 KADID-10k/images/I13_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I13.png,3.4 KADID-10k/images/I13_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I13.png,2.17 KADID-10k/images/I13_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I13.png,2.27 KADID-10k/images/I13_09_01.png,JP2K,KADID-10k/images/I13.png,4.53 KADID-10k/images/I13_09_02.png,JP2K,KADID-10k/images/I13.png,4.7 KADID-10k/images/I13_09_03.png,JP2K,KADID-10k/images/I13.png,4.48 KADID-10k/images/I13_09_04.png,JP2K,KADID-10k/images/I13.png,3.53 KADID-10k/images/I13_09_05.png,JP2K,KADID-10k/images/I13.png,1.73 KADID-10k/images/I13_10_01.png,JPEG,KADID-10k/images/I13.png,4.67 KADID-10k/images/I13_10_02.png,JPEG,KADID-10k/images/I13.png,4.53 KADID-10k/images/I13_10_03.png,JPEG,KADID-10k/images/I13.png,3.8 KADID-10k/images/I13_10_04.png,JPEG,KADID-10k/images/I13.png,2.03 KADID-10k/images/I13_10_05.png,JPEG,KADID-10k/images/I13.png,1.57 KADID-10k/images/I13_11_01.png,AWGN,KADID-10k/images/I13.png,3.83 KADID-10k/images/I13_11_02.png,AWGN,KADID-10k/images/I13.png,3.48 KADID-10k/images/I13_11_03.png,AWGN,KADID-10k/images/I13.png,3.1 KADID-10k/images/I13_11_04.png,AWGN,KADID-10k/images/I13.png,2.63 KADID-10k/images/I13_11_05.png,AWGN,KADID-10k/images/I13.png,2.13 KADID-10k/images/I13_12_01.png,AWGN_YCbCr,KADID-10k/images/I13.png,4.57 KADID-10k/images/I13_12_02.png,AWGN_YCbCr,KADID-10k/images/I13.png,3.67 KADID-10k/images/I13_12_03.png,AWGN_YCbCr,KADID-10k/images/I13.png,3.3 KADID-10k/images/I13_12_04.png,AWGN_YCbCr,KADID-10k/images/I13.png,2.43 KADID-10k/images/I13_12_05.png,AWGN_YCbCr,KADID-10k/images/I13.png,2.37 KADID-10k/images/I13_13_01.png,Impulse_Noise,KADID-10k/images/I13.png,3.33 KADID-10k/images/I13_13_02.png,Impulse_Noise,KADID-10k/images/I13.png,3.07 KADID-10k/images/I13_13_03.png,Impulse_Noise,KADID-10k/images/I13.png,2.77 KADID-10k/images/I13_13_04.png,Impulse_Noise,KADID-10k/images/I13.png,2.3 KADID-10k/images/I13_13_05.png,Impulse_Noise,KADID-10k/images/I13.png,2.1 KADID-10k/images/I13_14_01.png,Multiplicative_Noise,KADID-10k/images/I13.png,4.37 KADID-10k/images/I13_14_02.png,Multiplicative_Noise,KADID-10k/images/I13.png,3.9 KADID-10k/images/I13_14_03.png,Multiplicative_Noise,KADID-10k/images/I13.png,3.4 KADID-10k/images/I13_14_04.png,Multiplicative_Noise,KADID-10k/images/I13.png,2.8 KADID-10k/images/I13_14_05.png,Multiplicative_Noise,KADID-10k/images/I13.png,2.3 KADID-10k/images/I13_15_01.png,Denoising,KADID-10k/images/I13.png,4.1 KADID-10k/images/I13_15_02.png,Denoising,KADID-10k/images/I13.png,3 KADID-10k/images/I13_15_03.png,Denoising,KADID-10k/images/I13.png,2.57 KADID-10k/images/I13_15_04.png,Denoising,KADID-10k/images/I13.png,1.9 KADID-10k/images/I13_15_05.png,Denoising,KADID-10k/images/I13.png,1.9 KADID-10k/images/I13_16_01.png,Brighten,KADID-10k/images/I13.png,4.43 KADID-10k/images/I13_16_02.png,Brighten,KADID-10k/images/I13.png,4.47 KADID-10k/images/I13_16_03.png,Brighten,KADID-10k/images/I13.png,3.4 KADID-10k/images/I13_16_04.png,Brighten,KADID-10k/images/I13.png,2.93 KADID-10k/images/I13_16_05.png,Brighten,KADID-10k/images/I13.png,1.73 KADID-10k/images/I13_17_01.png,Darken,KADID-10k/images/I13.png,4.77 KADID-10k/images/I13_17_02.png,Darken,KADID-10k/images/I13.png,4.57 KADID-10k/images/I13_17_03.png,Darken,KADID-10k/images/I13.png,4.37 KADID-10k/images/I13_17_04.png,Darken,KADID-10k/images/I13.png,3.6 KADID-10k/images/I13_17_05.png,Darken,KADID-10k/images/I13.png,2.57 KADID-10k/images/I13_18_01.png,Mean_Shift,KADID-10k/images/I13.png,4.1 KADID-10k/images/I13_18_02.png,Mean_Shift,KADID-10k/images/I13.png,4.43 KADID-10k/images/I13_18_03.png,Mean_Shift,KADID-10k/images/I13.png,4.6 KADID-10k/images/I13_18_04.png,Mean_Shift,KADID-10k/images/I13.png,4.63 KADID-10k/images/I13_18_05.png,Mean_Shift,KADID-10k/images/I13.png,3.9 KADID-10k/images/I13_19_01.png,Jitter,KADID-10k/images/I13.png,4.3 KADID-10k/images/I13_19_02.png,Jitter,KADID-10k/images/I13.png,3.77 KADID-10k/images/I13_19_03.png,Jitter,KADID-10k/images/I13.png,3.17 KADID-10k/images/I13_19_04.png,Jitter,KADID-10k/images/I13.png,1.97 KADID-10k/images/I13_19_05.png,Jitter,KADID-10k/images/I13.png,1.47 KADID-10k/images/I13_20_01.png,Non-eccentricity_patch,KADID-10k/images/I13.png,4.23 KADID-10k/images/I13_20_02.png,Non-eccentricity_patch,KADID-10k/images/I13.png,4.1 KADID-10k/images/I13_20_03.png,Non-eccentricity_patch,KADID-10k/images/I13.png,3.75 KADID-10k/images/I13_20_04.png,Non-eccentricity_patch,KADID-10k/images/I13.png,3.57 KADID-10k/images/I13_20_05.png,Non-eccentricity_patch,KADID-10k/images/I13.png,3.9 KADID-10k/images/I13_21_01.png,Pixelate,KADID-10k/images/I13.png,4.23 KADID-10k/images/I13_21_02.png,Pixelate,KADID-10k/images/I13.png,3.07 KADID-10k/images/I13_21_03.png,Pixelate,KADID-10k/images/I13.png,3.2 KADID-10k/images/I13_21_04.png,Pixelate,KADID-10k/images/I13.png,3.13 KADID-10k/images/I13_21_05.png,Pixelate,KADID-10k/images/I13.png,1.93 KADID-10k/images/I13_22_01.png,Quantization,KADID-10k/images/I13.png,3.47 KADID-10k/images/I13_22_02.png,Quantization,KADID-10k/images/I13.png,3.9 KADID-10k/images/I13_22_03.png,Quantization,KADID-10k/images/I13.png,3.13 KADID-10k/images/I13_22_04.png,Quantization,KADID-10k/images/I13.png,2.77 KADID-10k/images/I13_22_05.png,Quantization,KADID-10k/images/I13.png,2.47 KADID-10k/images/I13_23_01.png,Color_Block,KADID-10k/images/I13.png,2.97 KADID-10k/images/I13_23_02.png,Color_Block,KADID-10k/images/I13.png,2.6 KADID-10k/images/I13_23_03.png,Color_Block,KADID-10k/images/I13.png,2.33 KADID-10k/images/I13_23_04.png,Color_Block,KADID-10k/images/I13.png,2.17 KADID-10k/images/I13_23_05.png,Color_Block,KADID-10k/images/I13.png,1.8 KADID-10k/images/I13_24_01.png,High_Sharpen,KADID-10k/images/I13.png,4.17 KADID-10k/images/I13_24_02.png,High_Sharpen,KADID-10k/images/I13.png,3 KADID-10k/images/I13_24_03.png,High_Sharpen,KADID-10k/images/I13.png,2.57 KADID-10k/images/I13_24_04.png,High_Sharpen,KADID-10k/images/I13.png,1.93 KADID-10k/images/I13_24_05.png,High_Sharpen,KADID-10k/images/I13.png,1.7 KADID-10k/images/I13_25_01.png,Contrast Dist.,KADID-10k/images/I13.png,3.97 KADID-10k/images/I13_25_02.png,Contrast Dist.,KADID-10k/images/I13.png,4.13 KADID-10k/images/I13_25_03.png,Contrast Dist.,KADID-10k/images/I13.png,4.63 KADID-10k/images/I13_25_04.png,Contrast Dist.,KADID-10k/images/I13.png,4.32 KADID-10k/images/I13_25_05.png,Contrast Dist.,KADID-10k/images/I13.png,3.4 KADID-10k/images/I14_01_01.png,GBLUR,KADID-10k/images/I14.png,4.63 KADID-10k/images/I14_01_02.png,GBLUR,KADID-10k/images/I14.png,4.1 KADID-10k/images/I14_01_03.png,GBLUR,KADID-10k/images/I14.png,2.53 KADID-10k/images/I14_01_04.png,GBLUR,KADID-10k/images/I14.png,1.68 KADID-10k/images/I14_01_05.png,GBLUR,KADID-10k/images/I14.png,1.57 KADID-10k/images/I14_02_01.png,Lens_Blur,KADID-10k/images/I14.png,3.77 KADID-10k/images/I14_02_02.png,Lens_Blur,KADID-10k/images/I14.png,2.57 KADID-10k/images/I14_02_03.png,Lens_Blur,KADID-10k/images/I14.png,1.63 KADID-10k/images/I14_02_04.png,Lens_Blur,KADID-10k/images/I14.png,1.37 KADID-10k/images/I14_02_05.png,Lens_Blur,KADID-10k/images/I14.png,1.27 KADID-10k/images/I14_03_01.png,Motion_Blur,KADID-10k/images/I14.png,4.67 KADID-10k/images/I14_03_02.png,Motion_Blur,KADID-10k/images/I14.png,3.55 KADID-10k/images/I14_03_03.png,Motion_Blur,KADID-10k/images/I14.png,2.5 KADID-10k/images/I14_03_04.png,Motion_Blur,KADID-10k/images/I14.png,1.9 KADID-10k/images/I14_03_05.png,Motion_Blur,KADID-10k/images/I14.png,1.45 KADID-10k/images/I14_04_01.png,Color_Diffusion,KADID-10k/images/I14.png,4.53 KADID-10k/images/I14_04_02.png,Color_Diffusion,KADID-10k/images/I14.png,3 KADID-10k/images/I14_04_03.png,Color_Diffusion,KADID-10k/images/I14.png,2.27 KADID-10k/images/I14_04_04.png,Color_Diffusion,KADID-10k/images/I14.png,1.97 KADID-10k/images/I14_04_05.png,Color_Diffusion,KADID-10k/images/I14.png,1.9 KADID-10k/images/I14_05_01.png,Color_Shift,KADID-10k/images/I14.png,3.63 KADID-10k/images/I14_05_02.png,Color_Shift,KADID-10k/images/I14.png,2.33 KADID-10k/images/I14_05_03.png,Color_Shift,KADID-10k/images/I14.png,1.7 KADID-10k/images/I14_05_04.png,Color_Shift,KADID-10k/images/I14.png,1.53 KADID-10k/images/I14_05_05.png,Color_Shift,KADID-10k/images/I14.png,1.57 KADID-10k/images/I14_06_01.png,Color_Quantization,KADID-10k/images/I14.png,4.23 KADID-10k/images/I14_06_02.png,Color_Quantization,KADID-10k/images/I14.png,4.47 KADID-10k/images/I14_06_03.png,Color_Quantization,KADID-10k/images/I14.png,3.9 KADID-10k/images/I14_06_04.png,Color_Quantization,KADID-10k/images/I14.png,3.73 KADID-10k/images/I14_06_05.png,Color_Quantization,KADID-10k/images/I14.png,2.37 KADID-10k/images/I14_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I14.png,2.7 KADID-10k/images/I14_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I14.png,1.93 KADID-10k/images/I14_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I14.png,2.03 KADID-10k/images/I14_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I14.png,1.97 KADID-10k/images/I14_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I14.png,2.16 KADID-10k/images/I14_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I14.png,4.43 KADID-10k/images/I14_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I14.png,3.8 KADID-10k/images/I14_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I14.png,2.83 KADID-10k/images/I14_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I14.png,2.06 KADID-10k/images/I14_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I14.png,1.67 KADID-10k/images/I14_09_01.png,JP2K,KADID-10k/images/I14.png,4.53 KADID-10k/images/I14_09_02.png,JP2K,KADID-10k/images/I14.png,4.1 KADID-10k/images/I14_09_03.png,JP2K,KADID-10k/images/I14.png,3.83 KADID-10k/images/I14_09_04.png,JP2K,KADID-10k/images/I14.png,2.37 KADID-10k/images/I14_09_05.png,JP2K,KADID-10k/images/I14.png,1.47 KADID-10k/images/I14_10_01.png,JPEG,KADID-10k/images/I14.png,4.3 KADID-10k/images/I14_10_02.png,JPEG,KADID-10k/images/I14.png,4.33 KADID-10k/images/I14_10_03.png,JPEG,KADID-10k/images/I14.png,3.73 KADID-10k/images/I14_10_04.png,JPEG,KADID-10k/images/I14.png,2.2 KADID-10k/images/I14_10_05.png,JPEG,KADID-10k/images/I14.png,1.37 KADID-10k/images/I14_11_01.png,AWGN,KADID-10k/images/I14.png,3.9 KADID-10k/images/I14_11_02.png,AWGN,KADID-10k/images/I14.png,3.03 KADID-10k/images/I14_11_03.png,AWGN,KADID-10k/images/I14.png,2.7 KADID-10k/images/I14_11_04.png,AWGN,KADID-10k/images/I14.png,2.43 KADID-10k/images/I14_11_05.png,AWGN,KADID-10k/images/I14.png,2.3 KADID-10k/images/I14_12_01.png,AWGN_YCbCr,KADID-10k/images/I14.png,4.3 KADID-10k/images/I14_12_02.png,AWGN_YCbCr,KADID-10k/images/I14.png,3.37 KADID-10k/images/I14_12_03.png,AWGN_YCbCr,KADID-10k/images/I14.png,3.07 KADID-10k/images/I14_12_04.png,AWGN_YCbCr,KADID-10k/images/I14.png,2.7 KADID-10k/images/I14_12_05.png,AWGN_YCbCr,KADID-10k/images/I14.png,2.43 KADID-10k/images/I14_13_01.png,Impulse_Noise,KADID-10k/images/I14.png,3.83 KADID-10k/images/I14_13_02.png,Impulse_Noise,KADID-10k/images/I14.png,2.83 KADID-10k/images/I14_13_03.png,Impulse_Noise,KADID-10k/images/I14.png,2.67 KADID-10k/images/I14_13_04.png,Impulse_Noise,KADID-10k/images/I14.png,2.27 KADID-10k/images/I14_13_05.png,Impulse_Noise,KADID-10k/images/I14.png,2.1 KADID-10k/images/I14_14_01.png,Multiplicative_Noise,KADID-10k/images/I14.png,3.93 KADID-10k/images/I14_14_02.png,Multiplicative_Noise,KADID-10k/images/I14.png,2.77 KADID-10k/images/I14_14_03.png,Multiplicative_Noise,KADID-10k/images/I14.png,2.63 KADID-10k/images/I14_14_04.png,Multiplicative_Noise,KADID-10k/images/I14.png,2.37 KADID-10k/images/I14_14_05.png,Multiplicative_Noise,KADID-10k/images/I14.png,2.13 KADID-10k/images/I14_15_01.png,Denoising,KADID-10k/images/I14.png,3.37 KADID-10k/images/I14_15_02.png,Denoising,KADID-10k/images/I14.png,3.03 KADID-10k/images/I14_15_03.png,Denoising,KADID-10k/images/I14.png,2.43 KADID-10k/images/I14_15_04.png,Denoising,KADID-10k/images/I14.png,1.83 KADID-10k/images/I14_15_05.png,Denoising,KADID-10k/images/I14.png,1.63 KADID-10k/images/I14_16_01.png,Brighten,KADID-10k/images/I14.png,4.47 KADID-10k/images/I14_16_02.png,Brighten,KADID-10k/images/I14.png,4.17 KADID-10k/images/I14_16_03.png,Brighten,KADID-10k/images/I14.png,3.33 KADID-10k/images/I14_16_04.png,Brighten,KADID-10k/images/I14.png,2.47 KADID-10k/images/I14_16_05.png,Brighten,KADID-10k/images/I14.png,1.97 KADID-10k/images/I14_17_01.png,Darken,KADID-10k/images/I14.png,4.27 KADID-10k/images/I14_17_02.png,Darken,KADID-10k/images/I14.png,4.37 KADID-10k/images/I14_17_03.png,Darken,KADID-10k/images/I14.png,4 KADID-10k/images/I14_17_04.png,Darken,KADID-10k/images/I14.png,3.27 KADID-10k/images/I14_17_05.png,Darken,KADID-10k/images/I14.png,2.3 KADID-10k/images/I14_18_01.png,Mean_Shift,KADID-10k/images/I14.png,3.6 KADID-10k/images/I14_18_02.png,Mean_Shift,KADID-10k/images/I14.png,4.33 KADID-10k/images/I14_18_03.png,Mean_Shift,KADID-10k/images/I14.png,4.67 KADID-10k/images/I14_18_04.png,Mean_Shift,KADID-10k/images/I14.png,4.2 KADID-10k/images/I14_18_05.png,Mean_Shift,KADID-10k/images/I14.png,4 KADID-10k/images/I14_19_01.png,Jitter,KADID-10k/images/I14.png,4.27 KADID-10k/images/I14_19_02.png,Jitter,KADID-10k/images/I14.png,4.07 KADID-10k/images/I14_19_03.png,Jitter,KADID-10k/images/I14.png,3.07 KADID-10k/images/I14_19_04.png,Jitter,KADID-10k/images/I14.png,2.07 KADID-10k/images/I14_19_05.png,Jitter,KADID-10k/images/I14.png,1.43 KADID-10k/images/I14_20_01.png,Non-eccentricity_patch,KADID-10k/images/I14.png,4.4 KADID-10k/images/I14_20_02.png,Non-eccentricity_patch,KADID-10k/images/I14.png,3.3 KADID-10k/images/I14_20_03.png,Non-eccentricity_patch,KADID-10k/images/I14.png,4.37 KADID-10k/images/I14_20_04.png,Non-eccentricity_patch,KADID-10k/images/I14.png,4.4 KADID-10k/images/I14_20_05.png,Non-eccentricity_patch,KADID-10k/images/I14.png,4.1 KADID-10k/images/I14_21_01.png,Pixelate,KADID-10k/images/I14.png,4.23 KADID-10k/images/I14_21_02.png,Pixelate,KADID-10k/images/I14.png,3.47 KADID-10k/images/I14_21_03.png,Pixelate,KADID-10k/images/I14.png,2.93 KADID-10k/images/I14_21_04.png,Pixelate,KADID-10k/images/I14.png,3 KADID-10k/images/I14_21_05.png,Pixelate,KADID-10k/images/I14.png,1.39 KADID-10k/images/I14_22_01.png,Quantization,KADID-10k/images/I14.png,4.07 KADID-10k/images/I14_22_02.png,Quantization,KADID-10k/images/I14.png,3.7 KADID-10k/images/I14_22_03.png,Quantization,KADID-10k/images/I14.png,3.7 KADID-10k/images/I14_22_04.png,Quantization,KADID-10k/images/I14.png,3.47 KADID-10k/images/I14_22_05.png,Quantization,KADID-10k/images/I14.png,2.67 KADID-10k/images/I14_23_01.png,Color_Block,KADID-10k/images/I14.png,2.67 KADID-10k/images/I14_23_02.png,Color_Block,KADID-10k/images/I14.png,2.07 KADID-10k/images/I14_23_03.png,Color_Block,KADID-10k/images/I14.png,2.13 KADID-10k/images/I14_23_04.png,Color_Block,KADID-10k/images/I14.png,1.83 KADID-10k/images/I14_23_05.png,Color_Block,KADID-10k/images/I14.png,1.9 KADID-10k/images/I14_24_01.png,High_Sharpen,KADID-10k/images/I14.png,3.27 KADID-10k/images/I14_24_02.png,High_Sharpen,KADID-10k/images/I14.png,2.3 KADID-10k/images/I14_24_03.png,High_Sharpen,KADID-10k/images/I14.png,1.7 KADID-10k/images/I14_24_04.png,High_Sharpen,KADID-10k/images/I14.png,1.47 KADID-10k/images/I14_24_05.png,High_Sharpen,KADID-10k/images/I14.png,1.4 KADID-10k/images/I14_25_01.png,Contrast Dist.,KADID-10k/images/I14.png,3.37 KADID-10k/images/I14_25_02.png,Contrast Dist.,KADID-10k/images/I14.png,3.63 KADID-10k/images/I14_25_03.png,Contrast Dist.,KADID-10k/images/I14.png,3.9 KADID-10k/images/I14_25_04.png,Contrast Dist.,KADID-10k/images/I14.png,4.03 KADID-10k/images/I14_25_05.png,Contrast Dist.,KADID-10k/images/I14.png,3.37 KADID-10k/images/I15_01_01.png,GBLUR,KADID-10k/images/I15.png,4.63 KADID-10k/images/I15_01_02.png,GBLUR,KADID-10k/images/I15.png,4.33 KADID-10k/images/I15_01_03.png,GBLUR,KADID-10k/images/I15.png,2.43 KADID-10k/images/I15_01_04.png,GBLUR,KADID-10k/images/I15.png,1.8 KADID-10k/images/I15_01_05.png,GBLUR,KADID-10k/images/I15.png,1.23 KADID-10k/images/I15_02_01.png,Lens_Blur,KADID-10k/images/I15.png,3.43 KADID-10k/images/I15_02_02.png,Lens_Blur,KADID-10k/images/I15.png,2.1 KADID-10k/images/I15_02_03.png,Lens_Blur,KADID-10k/images/I15.png,1.73 KADID-10k/images/I15_02_04.png,Lens_Blur,KADID-10k/images/I15.png,1.33 KADID-10k/images/I15_02_05.png,Lens_Blur,KADID-10k/images/I15.png,1.16 KADID-10k/images/I15_03_01.png,Motion_Blur,KADID-10k/images/I15.png,4.6 KADID-10k/images/I15_03_02.png,Motion_Blur,KADID-10k/images/I15.png,3.7 KADID-10k/images/I15_03_03.png,Motion_Blur,KADID-10k/images/I15.png,2 KADID-10k/images/I15_03_04.png,Motion_Blur,KADID-10k/images/I15.png,2.07 KADID-10k/images/I15_03_05.png,Motion_Blur,KADID-10k/images/I15.png,1.33 KADID-10k/images/I15_04_01.png,Color_Diffusion,KADID-10k/images/I15.png,4.43 KADID-10k/images/I15_04_02.png,Color_Diffusion,KADID-10k/images/I15.png,2.4 KADID-10k/images/I15_04_03.png,Color_Diffusion,KADID-10k/images/I15.png,1.87 KADID-10k/images/I15_04_04.png,Color_Diffusion,KADID-10k/images/I15.png,1.9 KADID-10k/images/I15_04_05.png,Color_Diffusion,KADID-10k/images/I15.png,1.27 KADID-10k/images/I15_05_01.png,Color_Shift,KADID-10k/images/I15.png,4.2 KADID-10k/images/I15_05_02.png,Color_Shift,KADID-10k/images/I15.png,2.33 KADID-10k/images/I15_05_03.png,Color_Shift,KADID-10k/images/I15.png,1.63 KADID-10k/images/I15_05_04.png,Color_Shift,KADID-10k/images/I15.png,1.43 KADID-10k/images/I15_05_05.png,Color_Shift,KADID-10k/images/I15.png,1.3 KADID-10k/images/I15_06_01.png,Color_Quantization,KADID-10k/images/I15.png,4.1 KADID-10k/images/I15_06_02.png,Color_Quantization,KADID-10k/images/I15.png,3.97 KADID-10k/images/I15_06_03.png,Color_Quantization,KADID-10k/images/I15.png,4.07 KADID-10k/images/I15_06_04.png,Color_Quantization,KADID-10k/images/I15.png,3.67 KADID-10k/images/I15_06_05.png,Color_Quantization,KADID-10k/images/I15.png,2.73 KADID-10k/images/I15_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I15.png,3.06 KADID-10k/images/I15_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I15.png,2.67 KADID-10k/images/I15_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I15.png,2.63 KADID-10k/images/I15_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I15.png,2.55 KADID-10k/images/I15_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I15.png,2.63 KADID-10k/images/I15_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I15.png,4.4 KADID-10k/images/I15_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I15.png,3.27 KADID-10k/images/I15_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I15.png,2.27 KADID-10k/images/I15_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I15.png,1.67 KADID-10k/images/I15_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I15.png,1.35 KADID-10k/images/I15_09_01.png,JP2K,KADID-10k/images/I15.png,4.23 KADID-10k/images/I15_09_02.png,JP2K,KADID-10k/images/I15.png,3.8 KADID-10k/images/I15_09_03.png,JP2K,KADID-10k/images/I15.png,3.43 KADID-10k/images/I15_09_04.png,JP2K,KADID-10k/images/I15.png,1.97 KADID-10k/images/I15_09_05.png,JP2K,KADID-10k/images/I15.png,1.23 KADID-10k/images/I15_10_01.png,JPEG,KADID-10k/images/I15.png,4 KADID-10k/images/I15_10_02.png,JPEG,KADID-10k/images/I15.png,4.2 KADID-10k/images/I15_10_03.png,JPEG,KADID-10k/images/I15.png,3.67 KADID-10k/images/I15_10_04.png,JPEG,KADID-10k/images/I15.png,1.77 KADID-10k/images/I15_10_05.png,JPEG,KADID-10k/images/I15.png,1.33 KADID-10k/images/I15_11_01.png,AWGN,KADID-10k/images/I15.png,3.83 KADID-10k/images/I15_11_02.png,AWGN,KADID-10k/images/I15.png,3.63 KADID-10k/images/I15_11_03.png,AWGN,KADID-10k/images/I15.png,2.8 KADID-10k/images/I15_11_04.png,AWGN,KADID-10k/images/I15.png,2.6 KADID-10k/images/I15_11_05.png,AWGN,KADID-10k/images/I15.png,2.3 KADID-10k/images/I15_12_01.png,AWGN_YCbCr,KADID-10k/images/I15.png,4.07 KADID-10k/images/I15_12_02.png,AWGN_YCbCr,KADID-10k/images/I15.png,3.8 KADID-10k/images/I15_12_03.png,AWGN_YCbCr,KADID-10k/images/I15.png,3.17 KADID-10k/images/I15_12_04.png,AWGN_YCbCr,KADID-10k/images/I15.png,2.63 KADID-10k/images/I15_12_05.png,AWGN_YCbCr,KADID-10k/images/I15.png,2.57 KADID-10k/images/I15_13_01.png,Impulse_Noise,KADID-10k/images/I15.png,3.9 KADID-10k/images/I15_13_02.png,Impulse_Noise,KADID-10k/images/I15.png,3.17 KADID-10k/images/I15_13_03.png,Impulse_Noise,KADID-10k/images/I15.png,2.4 KADID-10k/images/I15_13_04.png,Impulse_Noise,KADID-10k/images/I15.png,2.3 KADID-10k/images/I15_13_05.png,Impulse_Noise,KADID-10k/images/I15.png,1.7 KADID-10k/images/I15_14_01.png,Multiplicative_Noise,KADID-10k/images/I15.png,4.03 KADID-10k/images/I15_14_02.png,Multiplicative_Noise,KADID-10k/images/I15.png,3.27 KADID-10k/images/I15_14_03.png,Multiplicative_Noise,KADID-10k/images/I15.png,2.67 KADID-10k/images/I15_14_04.png,Multiplicative_Noise,KADID-10k/images/I15.png,2.63 KADID-10k/images/I15_14_05.png,Multiplicative_Noise,KADID-10k/images/I15.png,1.87 KADID-10k/images/I15_15_01.png,Denoising,KADID-10k/images/I15.png,3.53 KADID-10k/images/I15_15_02.png,Denoising,KADID-10k/images/I15.png,2.57 KADID-10k/images/I15_15_03.png,Denoising,KADID-10k/images/I15.png,1.93 KADID-10k/images/I15_15_04.png,Denoising,KADID-10k/images/I15.png,1.7 KADID-10k/images/I15_15_05.png,Denoising,KADID-10k/images/I15.png,1.4 KADID-10k/images/I15_16_01.png,Brighten,KADID-10k/images/I15.png,4.47 KADID-10k/images/I15_16_02.png,Brighten,KADID-10k/images/I15.png,3.77 KADID-10k/images/I15_16_03.png,Brighten,KADID-10k/images/I15.png,2.93 KADID-10k/images/I15_16_04.png,Brighten,KADID-10k/images/I15.png,1.73 KADID-10k/images/I15_16_05.png,Brighten,KADID-10k/images/I15.png,1.23 KADID-10k/images/I15_17_01.png,Darken,KADID-10k/images/I15.png,4.43 KADID-10k/images/I15_17_02.png,Darken,KADID-10k/images/I15.png,4.63 KADID-10k/images/I15_17_03.png,Darken,KADID-10k/images/I15.png,4.1 KADID-10k/images/I15_17_04.png,Darken,KADID-10k/images/I15.png,3.63 KADID-10k/images/I15_17_05.png,Darken,KADID-10k/images/I15.png,1.97 KADID-10k/images/I15_18_01.png,Mean_Shift,KADID-10k/images/I15.png,3.77 KADID-10k/images/I15_18_02.png,Mean_Shift,KADID-10k/images/I15.png,3.87 KADID-10k/images/I15_18_03.png,Mean_Shift,KADID-10k/images/I15.png,4.67 KADID-10k/images/I15_18_04.png,Mean_Shift,KADID-10k/images/I15.png,4.37 KADID-10k/images/I15_18_05.png,Mean_Shift,KADID-10k/images/I15.png,3.6 KADID-10k/images/I15_19_01.png,Jitter,KADID-10k/images/I15.png,3.93 KADID-10k/images/I15_19_02.png,Jitter,KADID-10k/images/I15.png,4.07 KADID-10k/images/I15_19_03.png,Jitter,KADID-10k/images/I15.png,3.03 KADID-10k/images/I15_19_04.png,Jitter,KADID-10k/images/I15.png,1.77 KADID-10k/images/I15_19_05.png,Jitter,KADID-10k/images/I15.png,1.27 KADID-10k/images/I15_20_01.png,Non-eccentricity_patch,KADID-10k/images/I15.png,4.33 KADID-10k/images/I15_20_02.png,Non-eccentricity_patch,KADID-10k/images/I15.png,4.2 KADID-10k/images/I15_20_03.png,Non-eccentricity_patch,KADID-10k/images/I15.png,4.07 KADID-10k/images/I15_20_04.png,Non-eccentricity_patch,KADID-10k/images/I15.png,3.9 KADID-10k/images/I15_20_05.png,Non-eccentricity_patch,KADID-10k/images/I15.png,3.35 KADID-10k/images/I15_21_01.png,Pixelate,KADID-10k/images/I15.png,3.43 KADID-10k/images/I15_21_02.png,Pixelate,KADID-10k/images/I15.png,2.9 KADID-10k/images/I15_21_03.png,Pixelate,KADID-10k/images/I15.png,2.57 KADID-10k/images/I15_21_04.png,Pixelate,KADID-10k/images/I15.png,2.03 KADID-10k/images/I15_21_05.png,Pixelate,KADID-10k/images/I15.png,1.17 KADID-10k/images/I15_22_01.png,Quantization,KADID-10k/images/I15.png,3.93 KADID-10k/images/I15_22_02.png,Quantization,KADID-10k/images/I15.png,3.57 KADID-10k/images/I15_22_03.png,Quantization,KADID-10k/images/I15.png,4 KADID-10k/images/I15_22_04.png,Quantization,KADID-10k/images/I15.png,3.7 KADID-10k/images/I15_22_05.png,Quantization,KADID-10k/images/I15.png,3.1 KADID-10k/images/I15_23_01.png,Color_Block,KADID-10k/images/I15.png,2.5 KADID-10k/images/I15_23_02.png,Color_Block,KADID-10k/images/I15.png,1.9 KADID-10k/images/I15_23_03.png,Color_Block,KADID-10k/images/I15.png,2.27 KADID-10k/images/I15_23_04.png,Color_Block,KADID-10k/images/I15.png,2.17 KADID-10k/images/I15_23_05.png,Color_Block,KADID-10k/images/I15.png,1.93 KADID-10k/images/I15_24_01.png,High_Sharpen,KADID-10k/images/I15.png,2.8 KADID-10k/images/I15_24_02.png,High_Sharpen,KADID-10k/images/I15.png,2.1 KADID-10k/images/I15_24_03.png,High_Sharpen,KADID-10k/images/I15.png,1.53 KADID-10k/images/I15_24_04.png,High_Sharpen,KADID-10k/images/I15.png,1.57 KADID-10k/images/I15_24_05.png,High_Sharpen,KADID-10k/images/I15.png,1.17 KADID-10k/images/I15_25_01.png,Contrast Dist.,KADID-10k/images/I15.png,2.97 KADID-10k/images/I15_25_02.png,Contrast Dist.,KADID-10k/images/I15.png,3.2 KADID-10k/images/I15_25_03.png,Contrast Dist.,KADID-10k/images/I15.png,3.63 KADID-10k/images/I15_25_04.png,Contrast Dist.,KADID-10k/images/I15.png,3.87 KADID-10k/images/I15_25_05.png,Contrast Dist.,KADID-10k/images/I15.png,3.2 KADID-10k/images/I16_01_01.png,GBLUR,KADID-10k/images/I16.png,4.7 KADID-10k/images/I16_01_02.png,GBLUR,KADID-10k/images/I16.png,4.3 KADID-10k/images/I16_01_03.png,GBLUR,KADID-10k/images/I16.png,2 KADID-10k/images/I16_01_04.png,GBLUR,KADID-10k/images/I16.png,1.4 KADID-10k/images/I16_01_05.png,GBLUR,KADID-10k/images/I16.png,1.13 KADID-10k/images/I16_02_01.png,Lens_Blur,KADID-10k/images/I16.png,3.4 KADID-10k/images/I16_02_02.png,Lens_Blur,KADID-10k/images/I16.png,1.93 KADID-10k/images/I16_02_03.png,Lens_Blur,KADID-10k/images/I16.png,1.33 KADID-10k/images/I16_02_04.png,Lens_Blur,KADID-10k/images/I16.png,1.17 KADID-10k/images/I16_02_05.png,Lens_Blur,KADID-10k/images/I16.png,1.33 KADID-10k/images/I16_03_01.png,Motion_Blur,KADID-10k/images/I16.png,4.47 KADID-10k/images/I16_03_02.png,Motion_Blur,KADID-10k/images/I16.png,3.47 KADID-10k/images/I16_03_03.png,Motion_Blur,KADID-10k/images/I16.png,2.03 KADID-10k/images/I16_03_04.png,Motion_Blur,KADID-10k/images/I16.png,1.63 KADID-10k/images/I16_03_05.png,Motion_Blur,KADID-10k/images/I16.png,1.17 KADID-10k/images/I16_04_01.png,Color_Diffusion,KADID-10k/images/I16.png,4.4 KADID-10k/images/I16_04_02.png,Color_Diffusion,KADID-10k/images/I16.png,1.9 KADID-10k/images/I16_04_03.png,Color_Diffusion,KADID-10k/images/I16.png,1.2 KADID-10k/images/I16_04_04.png,Color_Diffusion,KADID-10k/images/I16.png,1.2 KADID-10k/images/I16_04_05.png,Color_Diffusion,KADID-10k/images/I16.png,1.07 KADID-10k/images/I16_05_01.png,Color_Shift,KADID-10k/images/I16.png,3.07 KADID-10k/images/I16_05_02.png,Color_Shift,KADID-10k/images/I16.png,1.58 KADID-10k/images/I16_05_03.png,Color_Shift,KADID-10k/images/I16.png,1.23 KADID-10k/images/I16_05_04.png,Color_Shift,KADID-10k/images/I16.png,1.17 KADID-10k/images/I16_05_05.png,Color_Shift,KADID-10k/images/I16.png,1.43 KADID-10k/images/I16_06_01.png,Color_Quantization,KADID-10k/images/I16.png,4 KADID-10k/images/I16_06_02.png,Color_Quantization,KADID-10k/images/I16.png,4.13 KADID-10k/images/I16_06_03.png,Color_Quantization,KADID-10k/images/I16.png,3.97 KADID-10k/images/I16_06_04.png,Color_Quantization,KADID-10k/images/I16.png,3.3 KADID-10k/images/I16_06_05.png,Color_Quantization,KADID-10k/images/I16.png,2.16 KADID-10k/images/I16_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I16.png,3.07 KADID-10k/images/I16_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I16.png,2.13 KADID-10k/images/I16_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I16.png,2.33 KADID-10k/images/I16_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I16.png,2.07 KADID-10k/images/I16_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I16.png,2.03 KADID-10k/images/I16_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I16.png,4.7 KADID-10k/images/I16_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I16.png,2.9 KADID-10k/images/I16_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I16.png,2.07 KADID-10k/images/I16_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I16.png,1.23 KADID-10k/images/I16_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I16.png,1.07 KADID-10k/images/I16_09_01.png,JP2K,KADID-10k/images/I16.png,4.63 KADID-10k/images/I16_09_02.png,JP2K,KADID-10k/images/I16.png,4.23 KADID-10k/images/I16_09_03.png,JP2K,KADID-10k/images/I16.png,4 KADID-10k/images/I16_09_04.png,JP2K,KADID-10k/images/I16.png,1.61 KADID-10k/images/I16_09_05.png,JP2K,KADID-10k/images/I16.png,1.17 KADID-10k/images/I16_10_01.png,JPEG,KADID-10k/images/I16.png,4 KADID-10k/images/I16_10_02.png,JPEG,KADID-10k/images/I16.png,4.23 KADID-10k/images/I16_10_03.png,JPEG,KADID-10k/images/I16.png,3.9 KADID-10k/images/I16_10_04.png,JPEG,KADID-10k/images/I16.png,2.03 KADID-10k/images/I16_10_05.png,JPEG,KADID-10k/images/I16.png,1.4 KADID-10k/images/I16_11_01.png,AWGN,KADID-10k/images/I16.png,4.03 KADID-10k/images/I16_11_02.png,AWGN,KADID-10k/images/I16.png,3.17 KADID-10k/images/I16_11_03.png,AWGN,KADID-10k/images/I16.png,2.9 KADID-10k/images/I16_11_04.png,AWGN,KADID-10k/images/I16.png,2.19 KADID-10k/images/I16_11_05.png,AWGN,KADID-10k/images/I16.png,2.07 KADID-10k/images/I16_12_01.png,AWGN_YCbCr,KADID-10k/images/I16.png,4.5 KADID-10k/images/I16_12_02.png,AWGN_YCbCr,KADID-10k/images/I16.png,3.3 KADID-10k/images/I16_12_03.png,AWGN_YCbCr,KADID-10k/images/I16.png,3.13 KADID-10k/images/I16_12_04.png,AWGN_YCbCr,KADID-10k/images/I16.png,2.37 KADID-10k/images/I16_12_05.png,AWGN_YCbCr,KADID-10k/images/I16.png,2.47 KADID-10k/images/I16_13_01.png,Impulse_Noise,KADID-10k/images/I16.png,3.57 KADID-10k/images/I16_13_02.png,Impulse_Noise,KADID-10k/images/I16.png,2.73 KADID-10k/images/I16_13_03.png,Impulse_Noise,KADID-10k/images/I16.png,2.43 KADID-10k/images/I16_13_04.png,Impulse_Noise,KADID-10k/images/I16.png,2.07 KADID-10k/images/I16_13_05.png,Impulse_Noise,KADID-10k/images/I16.png,1.77 KADID-10k/images/I16_14_01.png,Multiplicative_Noise,KADID-10k/images/I16.png,4.2 KADID-10k/images/I16_14_02.png,Multiplicative_Noise,KADID-10k/images/I16.png,3.17 KADID-10k/images/I16_14_03.png,Multiplicative_Noise,KADID-10k/images/I16.png,3.23 KADID-10k/images/I16_14_04.png,Multiplicative_Noise,KADID-10k/images/I16.png,2.27 KADID-10k/images/I16_14_05.png,Multiplicative_Noise,KADID-10k/images/I16.png,1.9 KADID-10k/images/I16_15_01.png,Denoising,KADID-10k/images/I16.png,3.37 KADID-10k/images/I16_15_02.png,Denoising,KADID-10k/images/I16.png,2.4 KADID-10k/images/I16_15_03.png,Denoising,KADID-10k/images/I16.png,2.03 KADID-10k/images/I16_15_04.png,Denoising,KADID-10k/images/I16.png,1.23 KADID-10k/images/I16_15_05.png,Denoising,KADID-10k/images/I16.png,1.27 KADID-10k/images/I16_16_01.png,Brighten,KADID-10k/images/I16.png,4.37 KADID-10k/images/I16_16_02.png,Brighten,KADID-10k/images/I16.png,4.37 KADID-10k/images/I16_16_03.png,Brighten,KADID-10k/images/I16.png,3.87 KADID-10k/images/I16_16_04.png,Brighten,KADID-10k/images/I16.png,2.73 KADID-10k/images/I16_16_05.png,Brighten,KADID-10k/images/I16.png,2 KADID-10k/images/I16_17_01.png,Darken,KADID-10k/images/I16.png,4.63 KADID-10k/images/I16_17_02.png,Darken,KADID-10k/images/I16.png,4.57 KADID-10k/images/I16_17_03.png,Darken,KADID-10k/images/I16.png,4.27 KADID-10k/images/I16_17_04.png,Darken,KADID-10k/images/I16.png,3.67 KADID-10k/images/I16_17_05.png,Darken,KADID-10k/images/I16.png,1.9 KADID-10k/images/I16_18_01.png,Mean_Shift,KADID-10k/images/I16.png,4.47 KADID-10k/images/I16_18_02.png,Mean_Shift,KADID-10k/images/I16.png,4.6 KADID-10k/images/I16_18_03.png,Mean_Shift,KADID-10k/images/I16.png,4.43 KADID-10k/images/I16_18_04.png,Mean_Shift,KADID-10k/images/I16.png,4.13 KADID-10k/images/I16_18_05.png,Mean_Shift,KADID-10k/images/I16.png,3.93 KADID-10k/images/I16_19_01.png,Jitter,KADID-10k/images/I16.png,4.13 KADID-10k/images/I16_19_02.png,Jitter,KADID-10k/images/I16.png,3.6 KADID-10k/images/I16_19_03.png,Jitter,KADID-10k/images/I16.png,3.43 KADID-10k/images/I16_19_04.png,Jitter,KADID-10k/images/I16.png,1.57 KADID-10k/images/I16_19_05.png,Jitter,KADID-10k/images/I16.png,1.17 KADID-10k/images/I16_20_01.png,Non-eccentricity_patch,KADID-10k/images/I16.png,4.39 KADID-10k/images/I16_20_02.png,Non-eccentricity_patch,KADID-10k/images/I16.png,4.2 KADID-10k/images/I16_20_03.png,Non-eccentricity_patch,KADID-10k/images/I16.png,4.43 KADID-10k/images/I16_20_04.png,Non-eccentricity_patch,KADID-10k/images/I16.png,3.93 KADID-10k/images/I16_20_05.png,Non-eccentricity_patch,KADID-10k/images/I16.png,3.7 KADID-10k/images/I16_21_01.png,Pixelate,KADID-10k/images/I16.png,4.1 KADID-10k/images/I16_21_02.png,Pixelate,KADID-10k/images/I16.png,3.3 KADID-10k/images/I16_21_03.png,Pixelate,KADID-10k/images/I16.png,3.33 KADID-10k/images/I16_21_04.png,Pixelate,KADID-10k/images/I16.png,3.53 KADID-10k/images/I16_21_05.png,Pixelate,KADID-10k/images/I16.png,1.27 KADID-10k/images/I16_22_01.png,Quantization,KADID-10k/images/I16.png,4.03 KADID-10k/images/I16_22_02.png,Quantization,KADID-10k/images/I16.png,3.53 KADID-10k/images/I16_22_03.png,Quantization,KADID-10k/images/I16.png,2.9 KADID-10k/images/I16_22_04.png,Quantization,KADID-10k/images/I16.png,3.23 KADID-10k/images/I16_22_05.png,Quantization,KADID-10k/images/I16.png,2.53 KADID-10k/images/I16_23_01.png,Color_Block,KADID-10k/images/I16.png,2.13 KADID-10k/images/I16_23_02.png,Color_Block,KADID-10k/images/I16.png,2.47 KADID-10k/images/I16_23_03.png,Color_Block,KADID-10k/images/I16.png,2.07 KADID-10k/images/I16_23_04.png,Color_Block,KADID-10k/images/I16.png,1.87 KADID-10k/images/I16_23_05.png,Color_Block,KADID-10k/images/I16.png,2.03 KADID-10k/images/I16_24_01.png,High_Sharpen,KADID-10k/images/I16.png,3.43 KADID-10k/images/I16_24_02.png,High_Sharpen,KADID-10k/images/I16.png,2.37 KADID-10k/images/I16_24_03.png,High_Sharpen,KADID-10k/images/I16.png,1.93 KADID-10k/images/I16_24_04.png,High_Sharpen,KADID-10k/images/I16.png,1.43 KADID-10k/images/I16_24_05.png,High_Sharpen,KADID-10k/images/I16.png,1.2 KADID-10k/images/I16_25_01.png,Contrast Dist.,KADID-10k/images/I16.png,3.43 KADID-10k/images/I16_25_02.png,Contrast Dist.,KADID-10k/images/I16.png,3.5 KADID-10k/images/I16_25_03.png,Contrast Dist.,KADID-10k/images/I16.png,4.16 KADID-10k/images/I16_25_04.png,Contrast Dist.,KADID-10k/images/I16.png,4.17 KADID-10k/images/I16_25_05.png,Contrast Dist.,KADID-10k/images/I16.png,3.7 KADID-10k/images/I17_01_01.png,GBLUR,KADID-10k/images/I17.png,4.73 KADID-10k/images/I17_01_02.png,GBLUR,KADID-10k/images/I17.png,4.23 KADID-10k/images/I17_01_03.png,GBLUR,KADID-10k/images/I17.png,2.73 KADID-10k/images/I17_01_04.png,GBLUR,KADID-10k/images/I17.png,1.4 KADID-10k/images/I17_01_05.png,GBLUR,KADID-10k/images/I17.png,1.07 KADID-10k/images/I17_02_01.png,Lens_Blur,KADID-10k/images/I17.png,3.5 KADID-10k/images/I17_02_02.png,Lens_Blur,KADID-10k/images/I17.png,2.07 KADID-10k/images/I17_02_03.png,Lens_Blur,KADID-10k/images/I17.png,1.37 KADID-10k/images/I17_02_04.png,Lens_Blur,KADID-10k/images/I17.png,1.2 KADID-10k/images/I17_02_05.png,Lens_Blur,KADID-10k/images/I17.png,1.2 KADID-10k/images/I17_03_01.png,Motion_Blur,KADID-10k/images/I17.png,4.61 KADID-10k/images/I17_03_02.png,Motion_Blur,KADID-10k/images/I17.png,3.7 KADID-10k/images/I17_03_03.png,Motion_Blur,KADID-10k/images/I17.png,2.27 KADID-10k/images/I17_03_04.png,Motion_Blur,KADID-10k/images/I17.png,1.9 KADID-10k/images/I17_03_05.png,Motion_Blur,KADID-10k/images/I17.png,1.47 KADID-10k/images/I17_04_01.png,Color_Diffusion,KADID-10k/images/I17.png,4.63 KADID-10k/images/I17_04_02.png,Color_Diffusion,KADID-10k/images/I17.png,2.47 KADID-10k/images/I17_04_03.png,Color_Diffusion,KADID-10k/images/I17.png,1.53 KADID-10k/images/I17_04_04.png,Color_Diffusion,KADID-10k/images/I17.png,1.57 KADID-10k/images/I17_04_05.png,Color_Diffusion,KADID-10k/images/I17.png,1.23 KADID-10k/images/I17_05_01.png,Color_Shift,KADID-10k/images/I17.png,3.2 KADID-10k/images/I17_05_02.png,Color_Shift,KADID-10k/images/I17.png,2.07 KADID-10k/images/I17_05_03.png,Color_Shift,KADID-10k/images/I17.png,1.5 KADID-10k/images/I17_05_04.png,Color_Shift,KADID-10k/images/I17.png,1.5 KADID-10k/images/I17_05_05.png,Color_Shift,KADID-10k/images/I17.png,1.6 KADID-10k/images/I17_06_01.png,Color_Quantization,KADID-10k/images/I17.png,4.37 KADID-10k/images/I17_06_02.png,Color_Quantization,KADID-10k/images/I17.png,4.8 KADID-10k/images/I17_06_03.png,Color_Quantization,KADID-10k/images/I17.png,4.47 KADID-10k/images/I17_06_04.png,Color_Quantization,KADID-10k/images/I17.png,4.17 KADID-10k/images/I17_06_05.png,Color_Quantization,KADID-10k/images/I17.png,2.27 KADID-10k/images/I17_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I17.png,2.5 KADID-10k/images/I17_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I17.png,2.63 KADID-10k/images/I17_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I17.png,2.33 KADID-10k/images/I17_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I17.png,2.33 KADID-10k/images/I17_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I17.png,1.83 KADID-10k/images/I17_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I17.png,4.5 KADID-10k/images/I17_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I17.png,2.9 KADID-10k/images/I17_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I17.png,2.3 KADID-10k/images/I17_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I17.png,1.43 KADID-10k/images/I17_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I17.png,1.26 KADID-10k/images/I17_09_01.png,JP2K,KADID-10k/images/I17.png,4.67 KADID-10k/images/I17_09_02.png,JP2K,KADID-10k/images/I17.png,3.13 KADID-10k/images/I17_09_03.png,JP2K,KADID-10k/images/I17.png,2.63 KADID-10k/images/I17_09_04.png,JP2K,KADID-10k/images/I17.png,1.47 KADID-10k/images/I17_09_05.png,JP2K,KADID-10k/images/I17.png,1.13 KADID-10k/images/I17_10_01.png,JPEG,KADID-10k/images/I17.png,4.47 KADID-10k/images/I17_10_02.png,JPEG,KADID-10k/images/I17.png,4.43 KADID-10k/images/I17_10_03.png,JPEG,KADID-10k/images/I17.png,4.37 KADID-10k/images/I17_10_04.png,JPEG,KADID-10k/images/I17.png,2.47 KADID-10k/images/I17_10_05.png,JPEG,KADID-10k/images/I17.png,1.2 KADID-10k/images/I17_11_01.png,AWGN,KADID-10k/images/I17.png,4.5 KADID-10k/images/I17_11_02.png,AWGN,KADID-10k/images/I17.png,4.5 KADID-10k/images/I17_11_03.png,AWGN,KADID-10k/images/I17.png,4.2 KADID-10k/images/I17_11_04.png,AWGN,KADID-10k/images/I17.png,3.43 KADID-10k/images/I17_11_05.png,AWGN,KADID-10k/images/I17.png,2.87 KADID-10k/images/I17_12_01.png,AWGN_YCbCr,KADID-10k/images/I17.png,4.74 KADID-10k/images/I17_12_02.png,AWGN_YCbCr,KADID-10k/images/I17.png,4.63 KADID-10k/images/I17_12_03.png,AWGN_YCbCr,KADID-10k/images/I17.png,4.23 KADID-10k/images/I17_12_04.png,AWGN_YCbCr,KADID-10k/images/I17.png,3.7 KADID-10k/images/I17_12_05.png,AWGN_YCbCr,KADID-10k/images/I17.png,2.8 KADID-10k/images/I17_13_01.png,Impulse_Noise,KADID-10k/images/I17.png,4.07 KADID-10k/images/I17_13_02.png,Impulse_Noise,KADID-10k/images/I17.png,3.53 KADID-10k/images/I17_13_03.png,Impulse_Noise,KADID-10k/images/I17.png,2.93 KADID-10k/images/I17_13_04.png,Impulse_Noise,KADID-10k/images/I17.png,2.73 KADID-10k/images/I17_13_05.png,Impulse_Noise,KADID-10k/images/I17.png,2.4 KADID-10k/images/I17_14_01.png,Multiplicative_Noise,KADID-10k/images/I17.png,4.5 KADID-10k/images/I17_14_02.png,Multiplicative_Noise,KADID-10k/images/I17.png,4.7 KADID-10k/images/I17_14_03.png,Multiplicative_Noise,KADID-10k/images/I17.png,4.5 KADID-10k/images/I17_14_04.png,Multiplicative_Noise,KADID-10k/images/I17.png,4.03 KADID-10k/images/I17_14_05.png,Multiplicative_Noise,KADID-10k/images/I17.png,2.53 KADID-10k/images/I17_15_01.png,Denoising,KADID-10k/images/I17.png,3.67 KADID-10k/images/I17_15_02.png,Denoising,KADID-10k/images/I17.png,3.22 KADID-10k/images/I17_15_03.png,Denoising,KADID-10k/images/I17.png,2.63 KADID-10k/images/I17_15_04.png,Denoising,KADID-10k/images/I17.png,1.87 KADID-10k/images/I17_15_05.png,Denoising,KADID-10k/images/I17.png,1.5 KADID-10k/images/I17_16_01.png,Brighten,KADID-10k/images/I17.png,4.6 KADID-10k/images/I17_16_02.png,Brighten,KADID-10k/images/I17.png,4.4 KADID-10k/images/I17_16_03.png,Brighten,KADID-10k/images/I17.png,3.97 KADID-10k/images/I17_16_04.png,Brighten,KADID-10k/images/I17.png,2.47 KADID-10k/images/I17_16_05.png,Brighten,KADID-10k/images/I17.png,2.07 KADID-10k/images/I17_17_01.png,Darken,KADID-10k/images/I17.png,4.53 KADID-10k/images/I17_17_02.png,Darken,KADID-10k/images/I17.png,4.43 KADID-10k/images/I17_17_03.png,Darken,KADID-10k/images/I17.png,4.33 KADID-10k/images/I17_17_04.png,Darken,KADID-10k/images/I17.png,3.5 KADID-10k/images/I17_17_05.png,Darken,KADID-10k/images/I17.png,1.83 KADID-10k/images/I17_18_01.png,Mean_Shift,KADID-10k/images/I17.png,4.53 KADID-10k/images/I17_18_02.png,Mean_Shift,KADID-10k/images/I17.png,4.43 KADID-10k/images/I17_18_03.png,Mean_Shift,KADID-10k/images/I17.png,4.43 KADID-10k/images/I17_18_04.png,Mean_Shift,KADID-10k/images/I17.png,4.17 KADID-10k/images/I17_18_05.png,Mean_Shift,KADID-10k/images/I17.png,3.93 KADID-10k/images/I17_19_01.png,Jitter,KADID-10k/images/I17.png,4.1 KADID-10k/images/I17_19_02.png,Jitter,KADID-10k/images/I17.png,3.9 KADID-10k/images/I17_19_03.png,Jitter,KADID-10k/images/I17.png,2.8 KADID-10k/images/I17_19_04.png,Jitter,KADID-10k/images/I17.png,1.43 KADID-10k/images/I17_19_05.png,Jitter,KADID-10k/images/I17.png,1.23 KADID-10k/images/I17_20_01.png,Non-eccentricity_patch,KADID-10k/images/I17.png,4.8 KADID-10k/images/I17_20_02.png,Non-eccentricity_patch,KADID-10k/images/I17.png,4.57 KADID-10k/images/I17_20_03.png,Non-eccentricity_patch,KADID-10k/images/I17.png,4.4 KADID-10k/images/I17_20_04.png,Non-eccentricity_patch,KADID-10k/images/I17.png,4.6 KADID-10k/images/I17_20_05.png,Non-eccentricity_patch,KADID-10k/images/I17.png,4.13 KADID-10k/images/I17_21_01.png,Pixelate,KADID-10k/images/I17.png,4.13 KADID-10k/images/I17_21_02.png,Pixelate,KADID-10k/images/I17.png,3 KADID-10k/images/I17_21_03.png,Pixelate,KADID-10k/images/I17.png,2.8 KADID-10k/images/I17_21_04.png,Pixelate,KADID-10k/images/I17.png,2.57 KADID-10k/images/I17_21_05.png,Pixelate,KADID-10k/images/I17.png,1.13 KADID-10k/images/I17_22_01.png,Quantization,KADID-10k/images/I17.png,4.8 KADID-10k/images/I17_22_02.png,Quantization,KADID-10k/images/I17.png,4.57 KADID-10k/images/I17_22_03.png,Quantization,KADID-10k/images/I17.png,4.73 KADID-10k/images/I17_22_04.png,Quantization,KADID-10k/images/I17.png,4.6 KADID-10k/images/I17_22_05.png,Quantization,KADID-10k/images/I17.png,4.33 KADID-10k/images/I17_23_01.png,Color_Block,KADID-10k/images/I17.png,2.93 KADID-10k/images/I17_23_02.png,Color_Block,KADID-10k/images/I17.png,2.63 KADID-10k/images/I17_23_03.png,Color_Block,KADID-10k/images/I17.png,2.5 KADID-10k/images/I17_23_04.png,Color_Block,KADID-10k/images/I17.png,2.33 KADID-10k/images/I17_23_05.png,Color_Block,KADID-10k/images/I17.png,2.32 KADID-10k/images/I17_24_01.png,High_Sharpen,KADID-10k/images/I17.png,3.1 KADID-10k/images/I17_24_02.png,High_Sharpen,KADID-10k/images/I17.png,2.33 KADID-10k/images/I17_24_03.png,High_Sharpen,KADID-10k/images/I17.png,1.8 KADID-10k/images/I17_24_04.png,High_Sharpen,KADID-10k/images/I17.png,1.33 KADID-10k/images/I17_24_05.png,High_Sharpen,KADID-10k/images/I17.png,1.1 KADID-10k/images/I17_25_01.png,Contrast Dist.,KADID-10k/images/I17.png,3.4 KADID-10k/images/I17_25_02.png,Contrast Dist.,KADID-10k/images/I17.png,3.47 KADID-10k/images/I17_25_03.png,Contrast Dist.,KADID-10k/images/I17.png,4.33 KADID-10k/images/I17_25_04.png,Contrast Dist.,KADID-10k/images/I17.png,4.43 KADID-10k/images/I17_25_05.png,Contrast Dist.,KADID-10k/images/I17.png,3.4 KADID-10k/images/I18_01_01.png,GBLUR,KADID-10k/images/I18.png,4.5 KADID-10k/images/I18_01_02.png,GBLUR,KADID-10k/images/I18.png,4.23 KADID-10k/images/I18_01_03.png,GBLUR,KADID-10k/images/I18.png,2.83 KADID-10k/images/I18_01_04.png,GBLUR,KADID-10k/images/I18.png,1.77 KADID-10k/images/I18_01_05.png,GBLUR,KADID-10k/images/I18.png,1.4 KADID-10k/images/I18_02_01.png,Lens_Blur,KADID-10k/images/I18.png,3.7 KADID-10k/images/I18_02_02.png,Lens_Blur,KADID-10k/images/I18.png,2.37 KADID-10k/images/I18_02_03.png,Lens_Blur,KADID-10k/images/I18.png,1.53 KADID-10k/images/I18_02_04.png,Lens_Blur,KADID-10k/images/I18.png,1.23 KADID-10k/images/I18_02_05.png,Lens_Blur,KADID-10k/images/I18.png,1.43 KADID-10k/images/I18_03_01.png,Motion_Blur,KADID-10k/images/I18.png,4.3 KADID-10k/images/I18_03_02.png,Motion_Blur,KADID-10k/images/I18.png,3.97 KADID-10k/images/I18_03_03.png,Motion_Blur,KADID-10k/images/I18.png,3.07 KADID-10k/images/I18_03_04.png,Motion_Blur,KADID-10k/images/I18.png,2.33 KADID-10k/images/I18_03_05.png,Motion_Blur,KADID-10k/images/I18.png,1.57 KADID-10k/images/I18_04_01.png,Color_Diffusion,KADID-10k/images/I18.png,4.4 KADID-10k/images/I18_04_02.png,Color_Diffusion,KADID-10k/images/I18.png,2.5 KADID-10k/images/I18_04_03.png,Color_Diffusion,KADID-10k/images/I18.png,1.43 KADID-10k/images/I18_04_04.png,Color_Diffusion,KADID-10k/images/I18.png,1.4 KADID-10k/images/I18_04_05.png,Color_Diffusion,KADID-10k/images/I18.png,1.43 KADID-10k/images/I18_05_01.png,Color_Shift,KADID-10k/images/I18.png,4.27 KADID-10k/images/I18_05_02.png,Color_Shift,KADID-10k/images/I18.png,2.1 KADID-10k/images/I18_05_03.png,Color_Shift,KADID-10k/images/I18.png,1.9 KADID-10k/images/I18_05_04.png,Color_Shift,KADID-10k/images/I18.png,1.57 KADID-10k/images/I18_05_05.png,Color_Shift,KADID-10k/images/I18.png,1.87 KADID-10k/images/I18_06_01.png,Color_Quantization,KADID-10k/images/I18.png,3.97 KADID-10k/images/I18_06_02.png,Color_Quantization,KADID-10k/images/I18.png,3.43 KADID-10k/images/I18_06_03.png,Color_Quantization,KADID-10k/images/I18.png,3.1 KADID-10k/images/I18_06_04.png,Color_Quantization,KADID-10k/images/I18.png,2.5 KADID-10k/images/I18_06_05.png,Color_Quantization,KADID-10k/images/I18.png,2 KADID-10k/images/I18_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I18.png,2.97 KADID-10k/images/I18_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I18.png,2.13 KADID-10k/images/I18_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I18.png,2.03 KADID-10k/images/I18_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I18.png,2.03 KADID-10k/images/I18_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I18.png,1.73 KADID-10k/images/I18_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I18.png,4.3 KADID-10k/images/I18_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I18.png,3.43 KADID-10k/images/I18_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I18.png,2.7 KADID-10k/images/I18_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I18.png,1.9 KADID-10k/images/I18_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I18.png,1.37 KADID-10k/images/I18_09_01.png,JP2K,KADID-10k/images/I18.png,4.4 KADID-10k/images/I18_09_02.png,JP2K,KADID-10k/images/I18.png,4.43 KADID-10k/images/I18_09_03.png,JP2K,KADID-10k/images/I18.png,4.27 KADID-10k/images/I18_09_04.png,JP2K,KADID-10k/images/I18.png,2.97 KADID-10k/images/I18_09_05.png,JP2K,KADID-10k/images/I18.png,1.57 KADID-10k/images/I18_10_01.png,JPEG,KADID-10k/images/I18.png,4.07 KADID-10k/images/I18_10_02.png,JPEG,KADID-10k/images/I18.png,3.6 KADID-10k/images/I18_10_03.png,JPEG,KADID-10k/images/I18.png,3.1 KADID-10k/images/I18_10_04.png,JPEG,KADID-10k/images/I18.png,1.67 KADID-10k/images/I18_10_05.png,JPEG,KADID-10k/images/I18.png,1.17 KADID-10k/images/I18_11_01.png,AWGN,KADID-10k/images/I18.png,3.7 KADID-10k/images/I18_11_02.png,AWGN,KADID-10k/images/I18.png,3.17 KADID-10k/images/I18_11_03.png,AWGN,KADID-10k/images/I18.png,2.83 KADID-10k/images/I18_11_04.png,AWGN,KADID-10k/images/I18.png,2.5 KADID-10k/images/I18_11_05.png,AWGN,KADID-10k/images/I18.png,2.07 KADID-10k/images/I18_12_01.png,AWGN_YCbCr,KADID-10k/images/I18.png,3.97 KADID-10k/images/I18_12_02.png,AWGN_YCbCr,KADID-10k/images/I18.png,3.03 KADID-10k/images/I18_12_03.png,AWGN_YCbCr,KADID-10k/images/I18.png,2.6 KADID-10k/images/I18_12_04.png,AWGN_YCbCr,KADID-10k/images/I18.png,2.1 KADID-10k/images/I18_12_05.png,AWGN_YCbCr,KADID-10k/images/I18.png,2.03 KADID-10k/images/I18_13_01.png,Impulse_Noise,KADID-10k/images/I18.png,2.94 KADID-10k/images/I18_13_02.png,Impulse_Noise,KADID-10k/images/I18.png,2.87 KADID-10k/images/I18_13_03.png,Impulse_Noise,KADID-10k/images/I18.png,2.37 KADID-10k/images/I18_13_04.png,Impulse_Noise,KADID-10k/images/I18.png,2.07 KADID-10k/images/I18_13_05.png,Impulse_Noise,KADID-10k/images/I18.png,1.97 KADID-10k/images/I18_14_01.png,Multiplicative_Noise,KADID-10k/images/I18.png,4.07 KADID-10k/images/I18_14_02.png,Multiplicative_Noise,KADID-10k/images/I18.png,3.03 KADID-10k/images/I18_14_03.png,Multiplicative_Noise,KADID-10k/images/I18.png,2.67 KADID-10k/images/I18_14_04.png,Multiplicative_Noise,KADID-10k/images/I18.png,2.23 KADID-10k/images/I18_14_05.png,Multiplicative_Noise,KADID-10k/images/I18.png,1.93 KADID-10k/images/I18_15_01.png,Denoising,KADID-10k/images/I18.png,3.03 KADID-10k/images/I18_15_02.png,Denoising,KADID-10k/images/I18.png,2.47 KADID-10k/images/I18_15_03.png,Denoising,KADID-10k/images/I18.png,2.1 KADID-10k/images/I18_15_04.png,Denoising,KADID-10k/images/I18.png,1.5 KADID-10k/images/I18_15_05.png,Denoising,KADID-10k/images/I18.png,1.53 KADID-10k/images/I18_16_01.png,Brighten,KADID-10k/images/I18.png,4.43 KADID-10k/images/I18_16_02.png,Brighten,KADID-10k/images/I18.png,4.37 KADID-10k/images/I18_16_03.png,Brighten,KADID-10k/images/I18.png,4.07 KADID-10k/images/I18_16_04.png,Brighten,KADID-10k/images/I18.png,2.97 KADID-10k/images/I18_16_05.png,Brighten,KADID-10k/images/I18.png,2.17 KADID-10k/images/I18_17_01.png,Darken,KADID-10k/images/I18.png,4.4 KADID-10k/images/I18_17_02.png,Darken,KADID-10k/images/I18.png,4.3 KADID-10k/images/I18_17_03.png,Darken,KADID-10k/images/I18.png,3.83 KADID-10k/images/I18_17_04.png,Darken,KADID-10k/images/I18.png,3.7 KADID-10k/images/I18_17_05.png,Darken,KADID-10k/images/I18.png,2.57 KADID-10k/images/I18_18_01.png,Mean_Shift,KADID-10k/images/I18.png,4.27 KADID-10k/images/I18_18_02.png,Mean_Shift,KADID-10k/images/I18.png,4.43 KADID-10k/images/I18_18_03.png,Mean_Shift,KADID-10k/images/I18.png,4.45 KADID-10k/images/I18_18_04.png,Mean_Shift,KADID-10k/images/I18.png,4.33 KADID-10k/images/I18_18_05.png,Mean_Shift,KADID-10k/images/I18.png,3.77 KADID-10k/images/I18_19_01.png,Jitter,KADID-10k/images/I18.png,4.6 KADID-10k/images/I18_19_02.png,Jitter,KADID-10k/images/I18.png,4.27 KADID-10k/images/I18_19_03.png,Jitter,KADID-10k/images/I18.png,3.57 KADID-10k/images/I18_19_04.png,Jitter,KADID-10k/images/I18.png,2.1 KADID-10k/images/I18_19_05.png,Jitter,KADID-10k/images/I18.png,1.3 KADID-10k/images/I18_20_01.png,Non-eccentricity_patch,KADID-10k/images/I18.png,4.33 KADID-10k/images/I18_20_02.png,Non-eccentricity_patch,KADID-10k/images/I18.png,4.03 KADID-10k/images/I18_20_03.png,Non-eccentricity_patch,KADID-10k/images/I18.png,4.17 KADID-10k/images/I18_20_04.png,Non-eccentricity_patch,KADID-10k/images/I18.png,3.97 KADID-10k/images/I18_20_05.png,Non-eccentricity_patch,KADID-10k/images/I18.png,4.1 KADID-10k/images/I18_21_01.png,Pixelate,KADID-10k/images/I18.png,3.74 KADID-10k/images/I18_21_02.png,Pixelate,KADID-10k/images/I18.png,3.07 KADID-10k/images/I18_21_03.png,Pixelate,KADID-10k/images/I18.png,3.33 KADID-10k/images/I18_21_04.png,Pixelate,KADID-10k/images/I18.png,2.9 KADID-10k/images/I18_21_05.png,Pixelate,KADID-10k/images/I18.png,1.63 KADID-10k/images/I18_22_01.png,Quantization,KADID-10k/images/I18.png,3.13 KADID-10k/images/I18_22_02.png,Quantization,KADID-10k/images/I18.png,2.63 KADID-10k/images/I18_22_03.png,Quantization,KADID-10k/images/I18.png,2.83 KADID-10k/images/I18_22_04.png,Quantization,KADID-10k/images/I18.png,2.4 KADID-10k/images/I18_22_05.png,Quantization,KADID-10k/images/I18.png,2.2 KADID-10k/images/I18_23_01.png,Color_Block,KADID-10k/images/I18.png,2.77 KADID-10k/images/I18_23_02.png,Color_Block,KADID-10k/images/I18.png,2 KADID-10k/images/I18_23_03.png,Color_Block,KADID-10k/images/I18.png,2.4 KADID-10k/images/I18_23_04.png,Color_Block,KADID-10k/images/I18.png,2.2 KADID-10k/images/I18_23_05.png,Color_Block,KADID-10k/images/I18.png,2.1 KADID-10k/images/I18_24_01.png,High_Sharpen,KADID-10k/images/I18.png,4.1 KADID-10k/images/I18_24_02.png,High_Sharpen,KADID-10k/images/I18.png,2.97 KADID-10k/images/I18_24_03.png,High_Sharpen,KADID-10k/images/I18.png,2.57 KADID-10k/images/I18_24_04.png,High_Sharpen,KADID-10k/images/I18.png,1.57 KADID-10k/images/I18_24_05.png,High_Sharpen,KADID-10k/images/I18.png,1.34 KADID-10k/images/I18_25_01.png,Contrast Dist.,KADID-10k/images/I18.png,3.7 KADID-10k/images/I18_25_02.png,Contrast Dist.,KADID-10k/images/I18.png,3.87 KADID-10k/images/I18_25_03.png,Contrast Dist.,KADID-10k/images/I18.png,3.9 KADID-10k/images/I18_25_04.png,Contrast Dist.,KADID-10k/images/I18.png,4.03 KADID-10k/images/I18_25_05.png,Contrast Dist.,KADID-10k/images/I18.png,3.33 KADID-10k/images/I19_01_01.png,GBLUR,KADID-10k/images/I19.png,4.4 KADID-10k/images/I19_01_02.png,GBLUR,KADID-10k/images/I19.png,4.23 KADID-10k/images/I19_01_03.png,GBLUR,KADID-10k/images/I19.png,2.77 KADID-10k/images/I19_01_04.png,GBLUR,KADID-10k/images/I19.png,1.93 KADID-10k/images/I19_01_05.png,GBLUR,KADID-10k/images/I19.png,1.27 KADID-10k/images/I19_02_01.png,Lens_Blur,KADID-10k/images/I19.png,3.8 KADID-10k/images/I19_02_02.png,Lens_Blur,KADID-10k/images/I19.png,2.5 KADID-10k/images/I19_02_03.png,Lens_Blur,KADID-10k/images/I19.png,2 KADID-10k/images/I19_02_04.png,Lens_Blur,KADID-10k/images/I19.png,1.5 KADID-10k/images/I19_02_05.png,Lens_Blur,KADID-10k/images/I19.png,1.4 KADID-10k/images/I19_03_01.png,Motion_Blur,KADID-10k/images/I19.png,4.57 KADID-10k/images/I19_03_02.png,Motion_Blur,KADID-10k/images/I19.png,3.73 KADID-10k/images/I19_03_03.png,Motion_Blur,KADID-10k/images/I19.png,3.03 KADID-10k/images/I19_03_04.png,Motion_Blur,KADID-10k/images/I19.png,2.17 KADID-10k/images/I19_03_05.png,Motion_Blur,KADID-10k/images/I19.png,1.84 KADID-10k/images/I19_04_01.png,Color_Diffusion,KADID-10k/images/I19.png,4.13 KADID-10k/images/I19_04_02.png,Color_Diffusion,KADID-10k/images/I19.png,2.8 KADID-10k/images/I19_04_03.png,Color_Diffusion,KADID-10k/images/I19.png,1.61 KADID-10k/images/I19_04_04.png,Color_Diffusion,KADID-10k/images/I19.png,1.53 KADID-10k/images/I19_04_05.png,Color_Diffusion,KADID-10k/images/I19.png,1.37 KADID-10k/images/I19_05_01.png,Color_Shift,KADID-10k/images/I19.png,4.3 KADID-10k/images/I19_05_02.png,Color_Shift,KADID-10k/images/I19.png,2.33 KADID-10k/images/I19_05_03.png,Color_Shift,KADID-10k/images/I19.png,1.6 KADID-10k/images/I19_05_04.png,Color_Shift,KADID-10k/images/I19.png,1.57 KADID-10k/images/I19_05_05.png,Color_Shift,KADID-10k/images/I19.png,1.8 KADID-10k/images/I19_06_01.png,Color_Quantization,KADID-10k/images/I19.png,3.9 KADID-10k/images/I19_06_02.png,Color_Quantization,KADID-10k/images/I19.png,3 KADID-10k/images/I19_06_03.png,Color_Quantization,KADID-10k/images/I19.png,3.4 KADID-10k/images/I19_06_04.png,Color_Quantization,KADID-10k/images/I19.png,2.8 KADID-10k/images/I19_06_05.png,Color_Quantization,KADID-10k/images/I19.png,1.9 KADID-10k/images/I19_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I19.png,2.83 KADID-10k/images/I19_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I19.png,1.97 KADID-10k/images/I19_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I19.png,2.37 KADID-10k/images/I19_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I19.png,2.1 KADID-10k/images/I19_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I19.png,1.87 KADID-10k/images/I19_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I19.png,4.87 KADID-10k/images/I19_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I19.png,3.4 KADID-10k/images/I19_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I19.png,2.87 KADID-10k/images/I19_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I19.png,2.17 KADID-10k/images/I19_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I19.png,1.6 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KADID-10k/images/I20_03_02.png,Motion_Blur,KADID-10k/images/I20.png,4.03 KADID-10k/images/I20_03_03.png,Motion_Blur,KADID-10k/images/I20.png,3.13 KADID-10k/images/I20_03_04.png,Motion_Blur,KADID-10k/images/I20.png,2.13 KADID-10k/images/I20_03_05.png,Motion_Blur,KADID-10k/images/I20.png,1.87 KADID-10k/images/I20_04_01.png,Color_Diffusion,KADID-10k/images/I20.png,4.19 KADID-10k/images/I20_04_02.png,Color_Diffusion,KADID-10k/images/I20.png,2.17 KADID-10k/images/I20_04_03.png,Color_Diffusion,KADID-10k/images/I20.png,1.26 KADID-10k/images/I20_04_04.png,Color_Diffusion,KADID-10k/images/I20.png,1.23 KADID-10k/images/I20_04_05.png,Color_Diffusion,KADID-10k/images/I20.png,1.17 KADID-10k/images/I20_05_01.png,Color_Shift,KADID-10k/images/I20.png,3.9 KADID-10k/images/I20_05_02.png,Color_Shift,KADID-10k/images/I20.png,2.33 KADID-10k/images/I20_05_03.png,Color_Shift,KADID-10k/images/I20.png,1.83 KADID-10k/images/I20_05_04.png,Color_Shift,KADID-10k/images/I20.png,1.87 KADID-10k/images/I20_05_05.png,Color_Shift,KADID-10k/images/I20.png,2.13 KADID-10k/images/I20_06_01.png,Color_Quantization,KADID-10k/images/I20.png,3.77 KADID-10k/images/I20_06_02.png,Color_Quantization,KADID-10k/images/I20.png,4.07 KADID-10k/images/I20_06_03.png,Color_Quantization,KADID-10k/images/I20.png,3.7 KADID-10k/images/I20_06_04.png,Color_Quantization,KADID-10k/images/I20.png,3.73 KADID-10k/images/I20_06_05.png,Color_Quantization,KADID-10k/images/I20.png,2.27 KADID-10k/images/I20_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I20.png,2.57 KADID-10k/images/I20_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I20.png,2.3 KADID-10k/images/I20_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I20.png,2.3 KADID-10k/images/I20_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I20.png,2.4 KADID-10k/images/I20_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I20.png,2.17 KADID-10k/images/I20_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I20.png,4.53 KADID-10k/images/I20_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I20.png,3.3 KADID-10k/images/I20_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I20.png,2.7 KADID-10k/images/I20_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I20.png,1.7 KADID-10k/images/I20_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I20.png,1.37 KADID-10k/images/I20_09_01.png,JP2K,KADID-10k/images/I20.png,4.53 KADID-10k/images/I20_09_02.png,JP2K,KADID-10k/images/I20.png,4.4 KADID-10k/images/I20_09_03.png,JP2K,KADID-10k/images/I20.png,3.8 KADID-10k/images/I20_09_04.png,JP2K,KADID-10k/images/I20.png,2.3 KADID-10k/images/I20_09_05.png,JP2K,KADID-10k/images/I20.png,1.37 KADID-10k/images/I20_10_01.png,JPEG,KADID-10k/images/I20.png,4.13 KADID-10k/images/I20_10_02.png,JPEG,KADID-10k/images/I20.png,3.9 KADID-10k/images/I20_10_03.png,JPEG,KADID-10k/images/I20.png,3.53 KADID-10k/images/I20_10_04.png,JPEG,KADID-10k/images/I20.png,1.67 KADID-10k/images/I20_10_05.png,JPEG,KADID-10k/images/I20.png,1.23 KADID-10k/images/I20_11_01.png,AWGN,KADID-10k/images/I20.png,3.47 KADID-10k/images/I20_11_02.png,AWGN,KADID-10k/images/I20.png,3.2 KADID-10k/images/I20_11_03.png,AWGN,KADID-10k/images/I20.png,2.6 KADID-10k/images/I20_11_04.png,AWGN,KADID-10k/images/I20.png,2.57 KADID-10k/images/I20_11_05.png,AWGN,KADID-10k/images/I20.png,1.87 KADID-10k/images/I20_12_01.png,AWGN_YCbCr,KADID-10k/images/I20.png,4.33 KADID-10k/images/I20_12_02.png,AWGN_YCbCr,KADID-10k/images/I20.png,3.57 KADID-10k/images/I20_12_03.png,AWGN_YCbCr,KADID-10k/images/I20.png,2.97 KADID-10k/images/I20_12_04.png,AWGN_YCbCr,KADID-10k/images/I20.png,2.53 KADID-10k/images/I20_12_05.png,AWGN_YCbCr,KADID-10k/images/I20.png,2.33 KADID-10k/images/I20_13_01.png,Impulse_Noise,KADID-10k/images/I20.png,3.07 KADID-10k/images/I20_13_02.png,Impulse_Noise,KADID-10k/images/I20.png,2.6 KADID-10k/images/I20_13_03.png,Impulse_Noise,KADID-10k/images/I20.png,2.57 KADID-10k/images/I20_13_04.png,Impulse_Noise,KADID-10k/images/I20.png,2.27 KADID-10k/images/I20_13_05.png,Impulse_Noise,KADID-10k/images/I20.png,1.9 KADID-10k/images/I20_14_01.png,Multiplicative_Noise,KADID-10k/images/I20.png,4.07 KADID-10k/images/I20_14_02.png,Multiplicative_Noise,KADID-10k/images/I20.png,3.37 KADID-10k/images/I20_14_03.png,Multiplicative_Noise,KADID-10k/images/I20.png,3.17 KADID-10k/images/I20_14_04.png,Multiplicative_Noise,KADID-10k/images/I20.png,2.43 KADID-10k/images/I20_14_05.png,Multiplicative_Noise,KADID-10k/images/I20.png,2.1 KADID-10k/images/I20_15_01.png,Denoising,KADID-10k/images/I20.png,3.47 KADID-10k/images/I20_15_02.png,Denoising,KADID-10k/images/I20.png,2.33 KADID-10k/images/I20_15_03.png,Denoising,KADID-10k/images/I20.png,1.87 KADID-10k/images/I20_15_04.png,Denoising,KADID-10k/images/I20.png,1.67 KADID-10k/images/I20_15_05.png,Denoising,KADID-10k/images/I20.png,1.17 KADID-10k/images/I20_16_01.png,Brighten,KADID-10k/images/I20.png,4.5 KADID-10k/images/I20_16_02.png,Brighten,KADID-10k/images/I20.png,4.37 KADID-10k/images/I20_16_03.png,Brighten,KADID-10k/images/I20.png,3.83 KADID-10k/images/I20_16_04.png,Brighten,KADID-10k/images/I20.png,3.23 KADID-10k/images/I20_16_05.png,Brighten,KADID-10k/images/I20.png,1.93 KADID-10k/images/I20_17_01.png,Darken,KADID-10k/images/I20.png,4.53 KADID-10k/images/I20_17_02.png,Darken,KADID-10k/images/I20.png,4.27 KADID-10k/images/I20_17_03.png,Darken,KADID-10k/images/I20.png,4.03 KADID-10k/images/I20_17_04.png,Darken,KADID-10k/images/I20.png,3.07 KADID-10k/images/I20_17_05.png,Darken,KADID-10k/images/I20.png,1.77 KADID-10k/images/I20_18_01.png,Mean_Shift,KADID-10k/images/I20.png,4.4 KADID-10k/images/I20_18_02.png,Mean_Shift,KADID-10k/images/I20.png,4.5 KADID-10k/images/I20_18_03.png,Mean_Shift,KADID-10k/images/I20.png,4.5 KADID-10k/images/I20_18_04.png,Mean_Shift,KADID-10k/images/I20.png,3.9 KADID-10k/images/I20_18_05.png,Mean_Shift,KADID-10k/images/I20.png,3.2 KADID-10k/images/I20_19_01.png,Jitter,KADID-10k/images/I20.png,4.6 KADID-10k/images/I20_19_02.png,Jitter,KADID-10k/images/I20.png,4.23 KADID-10k/images/I20_19_03.png,Jitter,KADID-10k/images/I20.png,3.37 KADID-10k/images/I20_19_04.png,Jitter,KADID-10k/images/I20.png,1.93 KADID-10k/images/I20_19_05.png,Jitter,KADID-10k/images/I20.png,1.37 KADID-10k/images/I20_20_01.png,Non-eccentricity_patch,KADID-10k/images/I20.png,4.3 KADID-10k/images/I20_20_02.png,Non-eccentricity_patch,KADID-10k/images/I20.png,4.2 KADID-10k/images/I20_20_03.png,Non-eccentricity_patch,KADID-10k/images/I20.png,4.03 KADID-10k/images/I20_20_04.png,Non-eccentricity_patch,KADID-10k/images/I20.png,4.27 KADID-10k/images/I20_20_05.png,Non-eccentricity_patch,KADID-10k/images/I20.png,3.3 KADID-10k/images/I20_21_01.png,Pixelate,KADID-10k/images/I20.png,4.07 KADID-10k/images/I20_21_02.png,Pixelate,KADID-10k/images/I20.png,3.3 KADID-10k/images/I20_21_03.png,Pixelate,KADID-10k/images/I20.png,3.1 KADID-10k/images/I20_21_04.png,Pixelate,KADID-10k/images/I20.png,3.2 KADID-10k/images/I20_21_05.png,Pixelate,KADID-10k/images/I20.png,1.57 KADID-10k/images/I20_22_01.png,Quantization,KADID-10k/images/I20.png,3.7 KADID-10k/images/I20_22_02.png,Quantization,KADID-10k/images/I20.png,3.57 KADID-10k/images/I20_22_03.png,Quantization,KADID-10k/images/I20.png,3.3 KADID-10k/images/I20_22_04.png,Quantization,KADID-10k/images/I20.png,2.97 KADID-10k/images/I20_22_05.png,Quantization,KADID-10k/images/I20.png,2.67 KADID-10k/images/I20_23_01.png,Color_Block,KADID-10k/images/I20.png,3.03 KADID-10k/images/I20_23_02.png,Color_Block,KADID-10k/images/I20.png,2.03 KADID-10k/images/I20_23_03.png,Color_Block,KADID-10k/images/I20.png,2.37 KADID-10k/images/I20_23_04.png,Color_Block,KADID-10k/images/I20.png,2.17 KADID-10k/images/I20_23_05.png,Color_Block,KADID-10k/images/I20.png,2.03 KADID-10k/images/I20_24_01.png,High_Sharpen,KADID-10k/images/I20.png,3.69 KADID-10k/images/I20_24_02.png,High_Sharpen,KADID-10k/images/I20.png,3 KADID-10k/images/I20_24_03.png,High_Sharpen,KADID-10k/images/I20.png,2.17 KADID-10k/images/I20_24_04.png,High_Sharpen,KADID-10k/images/I20.png,1.53 KADID-10k/images/I20_24_05.png,High_Sharpen,KADID-10k/images/I20.png,1.37 KADID-10k/images/I20_25_01.png,Contrast Dist.,KADID-10k/images/I20.png,2.97 KADID-10k/images/I20_25_02.png,Contrast Dist.,KADID-10k/images/I20.png,3.73 KADID-10k/images/I20_25_03.png,Contrast Dist.,KADID-10k/images/I20.png,3.87 KADID-10k/images/I20_25_04.png,Contrast Dist.,KADID-10k/images/I20.png,4.03 KADID-10k/images/I20_25_05.png,Contrast Dist.,KADID-10k/images/I20.png,3 KADID-10k/images/I21_01_01.png,GBLUR,KADID-10k/images/I21.png,4.7 KADID-10k/images/I21_01_02.png,GBLUR,KADID-10k/images/I21.png,4 KADID-10k/images/I21_01_03.png,GBLUR,KADID-10k/images/I21.png,2.5 KADID-10k/images/I21_01_04.png,GBLUR,KADID-10k/images/I21.png,1.6 KADID-10k/images/I21_01_05.png,GBLUR,KADID-10k/images/I21.png,1.13 KADID-10k/images/I21_02_01.png,Lens_Blur,KADID-10k/images/I21.png,3.2 KADID-10k/images/I21_02_02.png,Lens_Blur,KADID-10k/images/I21.png,2.4 KADID-10k/images/I21_02_03.png,Lens_Blur,KADID-10k/images/I21.png,1.33 KADID-10k/images/I21_02_04.png,Lens_Blur,KADID-10k/images/I21.png,1.47 KADID-10k/images/I21_02_05.png,Lens_Blur,KADID-10k/images/I21.png,1.27 KADID-10k/images/I21_03_01.png,Motion_Blur,KADID-10k/images/I21.png,4.7 KADID-10k/images/I21_03_02.png,Motion_Blur,KADID-10k/images/I21.png,3.6 KADID-10k/images/I21_03_03.png,Motion_Blur,KADID-10k/images/I21.png,2.23 KADID-10k/images/I21_03_04.png,Motion_Blur,KADID-10k/images/I21.png,1.9 KADID-10k/images/I21_03_05.png,Motion_Blur,KADID-10k/images/I21.png,1.53 KADID-10k/images/I21_04_01.png,Color_Diffusion,KADID-10k/images/I21.png,4.43 KADID-10k/images/I21_04_02.png,Color_Diffusion,KADID-10k/images/I21.png,2.8 KADID-10k/images/I21_04_03.png,Color_Diffusion,KADID-10k/images/I21.png,1.9 KADID-10k/images/I21_04_04.png,Color_Diffusion,KADID-10k/images/I21.png,1.67 KADID-10k/images/I21_04_05.png,Color_Diffusion,KADID-10k/images/I21.png,1.27 KADID-10k/images/I21_05_01.png,Color_Shift,KADID-10k/images/I21.png,3.77 KADID-10k/images/I21_05_02.png,Color_Shift,KADID-10k/images/I21.png,2.33 KADID-10k/images/I21_05_03.png,Color_Shift,KADID-10k/images/I21.png,1.93 KADID-10k/images/I21_05_04.png,Color_Shift,KADID-10k/images/I21.png,1.77 KADID-10k/images/I21_05_05.png,Color_Shift,KADID-10k/images/I21.png,1.93 KADID-10k/images/I21_06_01.png,Color_Quantization,KADID-10k/images/I21.png,4.03 KADID-10k/images/I21_06_02.png,Color_Quantization,KADID-10k/images/I21.png,4.23 KADID-10k/images/I21_06_03.png,Color_Quantization,KADID-10k/images/I21.png,3.63 KADID-10k/images/I21_06_04.png,Color_Quantization,KADID-10k/images/I21.png,3.43 KADID-10k/images/I21_06_05.png,Color_Quantization,KADID-10k/images/I21.png,2.3 KADID-10k/images/I21_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I21.png,2.7 KADID-10k/images/I21_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I21.png,2.43 KADID-10k/images/I21_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I21.png,2.57 KADID-10k/images/I21_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I21.png,2.07 KADID-10k/images/I21_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I21.png,2.07 KADID-10k/images/I21_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I21.png,4.37 KADID-10k/images/I21_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I21.png,3.4 KADID-10k/images/I21_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I21.png,3.1 KADID-10k/images/I21_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I21.png,2.2 KADID-10k/images/I21_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I21.png,1.43 KADID-10k/images/I21_09_01.png,JP2K,KADID-10k/images/I21.png,4.6 KADID-10k/images/I21_09_02.png,JP2K,KADID-10k/images/I21.png,3.43 KADID-10k/images/I21_09_03.png,JP2K,KADID-10k/images/I21.png,2.17 KADID-10k/images/I21_09_04.png,JP2K,KADID-10k/images/I21.png,1.87 KADID-10k/images/I21_09_05.png,JP2K,KADID-10k/images/I21.png,1.27 KADID-10k/images/I21_10_01.png,JPEG,KADID-10k/images/I21.png,4.23 KADID-10k/images/I21_10_02.png,JPEG,KADID-10k/images/I21.png,3.9 KADID-10k/images/I21_10_03.png,JPEG,KADID-10k/images/I21.png,3.53 KADID-10k/images/I21_10_04.png,JPEG,KADID-10k/images/I21.png,1.93 KADID-10k/images/I21_10_05.png,JPEG,KADID-10k/images/I21.png,1.17 KADID-10k/images/I21_11_01.png,AWGN,KADID-10k/images/I21.png,3.53 KADID-10k/images/I21_11_02.png,AWGN,KADID-10k/images/I21.png,3.33 KADID-10k/images/I21_11_03.png,AWGN,KADID-10k/images/I21.png,2.87 KADID-10k/images/I21_11_04.png,AWGN,KADID-10k/images/I21.png,2.3 KADID-10k/images/I21_11_05.png,AWGN,KADID-10k/images/I21.png,2.2 KADID-10k/images/I21_12_01.png,AWGN_YCbCr,KADID-10k/images/I21.png,4.03 KADID-10k/images/I21_12_02.png,AWGN_YCbCr,KADID-10k/images/I21.png,3.47 KADID-10k/images/I21_12_03.png,AWGN_YCbCr,KADID-10k/images/I21.png,2.9 KADID-10k/images/I21_12_04.png,AWGN_YCbCr,KADID-10k/images/I21.png,2.63 KADID-10k/images/I21_12_05.png,AWGN_YCbCr,KADID-10k/images/I21.png,2.13 KADID-10k/images/I21_13_01.png,Impulse_Noise,KADID-10k/images/I21.png,3.03 KADID-10k/images/I21_13_02.png,Impulse_Noise,KADID-10k/images/I21.png,2.73 KADID-10k/images/I21_13_03.png,Impulse_Noise,KADID-10k/images/I21.png,2.53 KADID-10k/images/I21_13_04.png,Impulse_Noise,KADID-10k/images/I21.png,1.93 KADID-10k/images/I21_13_05.png,Impulse_Noise,KADID-10k/images/I21.png,1.87 KADID-10k/images/I21_14_01.png,Multiplicative_Noise,KADID-10k/images/I21.png,4.47 KADID-10k/images/I21_14_02.png,Multiplicative_Noise,KADID-10k/images/I21.png,3.52 KADID-10k/images/I21_14_03.png,Multiplicative_Noise,KADID-10k/images/I21.png,3.07 KADID-10k/images/I21_14_04.png,Multiplicative_Noise,KADID-10k/images/I21.png,2.73 KADID-10k/images/I21_14_05.png,Multiplicative_Noise,KADID-10k/images/I21.png,2.27 KADID-10k/images/I21_15_01.png,Denoising,KADID-10k/images/I21.png,3.4 KADID-10k/images/I21_15_02.png,Denoising,KADID-10k/images/I21.png,2.1 KADID-10k/images/I21_15_03.png,Denoising,KADID-10k/images/I21.png,1.87 KADID-10k/images/I21_15_04.png,Denoising,KADID-10k/images/I21.png,1.4 KADID-10k/images/I21_15_05.png,Denoising,KADID-10k/images/I21.png,1.33 KADID-10k/images/I21_16_01.png,Brighten,KADID-10k/images/I21.png,4.6 KADID-10k/images/I21_16_02.png,Brighten,KADID-10k/images/I21.png,4.3 KADID-10k/images/I21_16_03.png,Brighten,KADID-10k/images/I21.png,3.67 KADID-10k/images/I21_16_04.png,Brighten,KADID-10k/images/I21.png,3.13 KADID-10k/images/I21_16_05.png,Brighten,KADID-10k/images/I21.png,2.17 KADID-10k/images/I21_17_01.png,Darken,KADID-10k/images/I21.png,4.6 KADID-10k/images/I21_17_02.png,Darken,KADID-10k/images/I21.png,4.37 KADID-10k/images/I21_17_03.png,Darken,KADID-10k/images/I21.png,4 KADID-10k/images/I21_17_04.png,Darken,KADID-10k/images/I21.png,2.87 KADID-10k/images/I21_17_05.png,Darken,KADID-10k/images/I21.png,1.63 KADID-10k/images/I21_18_01.png,Mean_Shift,KADID-10k/images/I21.png,4.37 KADID-10k/images/I21_18_02.png,Mean_Shift,KADID-10k/images/I21.png,4.7 KADID-10k/images/I21_18_03.png,Mean_Shift,KADID-10k/images/I21.png,4.43 KADID-10k/images/I21_18_04.png,Mean_Shift,KADID-10k/images/I21.png,4.03 KADID-10k/images/I21_18_05.png,Mean_Shift,KADID-10k/images/I21.png,3.53 KADID-10k/images/I21_19_01.png,Jitter,KADID-10k/images/I21.png,4.3 KADID-10k/images/I21_19_02.png,Jitter,KADID-10k/images/I21.png,3.77 KADID-10k/images/I21_19_03.png,Jitter,KADID-10k/images/I21.png,2.77 KADID-10k/images/I21_19_04.png,Jitter,KADID-10k/images/I21.png,1.67 KADID-10k/images/I21_19_05.png,Jitter,KADID-10k/images/I21.png,1.07 KADID-10k/images/I21_20_01.png,Non-eccentricity_patch,KADID-10k/images/I21.png,4.53 KADID-10k/images/I21_20_02.png,Non-eccentricity_patch,KADID-10k/images/I21.png,4.07 KADID-10k/images/I21_20_03.png,Non-eccentricity_patch,KADID-10k/images/I21.png,3.47 KADID-10k/images/I21_20_04.png,Non-eccentricity_patch,KADID-10k/images/I21.png,4.03 KADID-10k/images/I21_20_05.png,Non-eccentricity_patch,KADID-10k/images/I21.png,3.17 KADID-10k/images/I21_21_01.png,Pixelate,KADID-10k/images/I21.png,3.77 KADID-10k/images/I21_21_02.png,Pixelate,KADID-10k/images/I21.png,3.03 KADID-10k/images/I21_21_03.png,Pixelate,KADID-10k/images/I21.png,2.63 KADID-10k/images/I21_21_04.png,Pixelate,KADID-10k/images/I21.png,2.2 KADID-10k/images/I21_21_05.png,Pixelate,KADID-10k/images/I21.png,1.33 KADID-10k/images/I21_22_01.png,Quantization,KADID-10k/images/I21.png,3.57 KADID-10k/images/I21_22_02.png,Quantization,KADID-10k/images/I21.png,2.83 KADID-10k/images/I21_22_03.png,Quantization,KADID-10k/images/I21.png,2.93 KADID-10k/images/I21_22_04.png,Quantization,KADID-10k/images/I21.png,2.53 KADID-10k/images/I21_22_05.png,Quantization,KADID-10k/images/I21.png,2.07 KADID-10k/images/I21_23_01.png,Color_Block,KADID-10k/images/I21.png,2.77 KADID-10k/images/I21_23_02.png,Color_Block,KADID-10k/images/I21.png,2.3 KADID-10k/images/I21_23_03.png,Color_Block,KADID-10k/images/I21.png,2.13 KADID-10k/images/I21_23_04.png,Color_Block,KADID-10k/images/I21.png,2.13 KADID-10k/images/I21_23_05.png,Color_Block,KADID-10k/images/I21.png,1.7 KADID-10k/images/I21_24_01.png,High_Sharpen,KADID-10k/images/I21.png,3.73 KADID-10k/images/I21_24_02.png,High_Sharpen,KADID-10k/images/I21.png,2.33 KADID-10k/images/I21_24_03.png,High_Sharpen,KADID-10k/images/I21.png,1.77 KADID-10k/images/I21_24_04.png,High_Sharpen,KADID-10k/images/I21.png,1.39 KADID-10k/images/I21_24_05.png,High_Sharpen,KADID-10k/images/I21.png,1.37 KADID-10k/images/I21_25_01.png,Contrast Dist.,KADID-10k/images/I21.png,3.5 KADID-10k/images/I21_25_02.png,Contrast Dist.,KADID-10k/images/I21.png,3.77 KADID-10k/images/I21_25_03.png,Contrast Dist.,KADID-10k/images/I21.png,3.97 KADID-10k/images/I21_25_04.png,Contrast Dist.,KADID-10k/images/I21.png,3.87 KADID-10k/images/I21_25_05.png,Contrast Dist.,KADID-10k/images/I21.png,3.2 KADID-10k/images/I22_01_01.png,GBLUR,KADID-10k/images/I22.png,4.7 KADID-10k/images/I22_01_02.png,GBLUR,KADID-10k/images/I22.png,4.57 KADID-10k/images/I22_01_03.png,GBLUR,KADID-10k/images/I22.png,3.13 KADID-10k/images/I22_01_04.png,GBLUR,KADID-10k/images/I22.png,2.3 KADID-10k/images/I22_01_05.png,GBLUR,KADID-10k/images/I22.png,1.5 KADID-10k/images/I22_02_01.png,Lens_Blur,KADID-10k/images/I22.png,3.8 KADID-10k/images/I22_02_02.png,Lens_Blur,KADID-10k/images/I22.png,2.67 KADID-10k/images/I22_02_03.png,Lens_Blur,KADID-10k/images/I22.png,2.17 KADID-10k/images/I22_02_04.png,Lens_Blur,KADID-10k/images/I22.png,1.57 KADID-10k/images/I22_02_05.png,Lens_Blur,KADID-10k/images/I22.png,1.3 KADID-10k/images/I22_03_01.png,Motion_Blur,KADID-10k/images/I22.png,4.77 KADID-10k/images/I22_03_02.png,Motion_Blur,KADID-10k/images/I22.png,4.33 KADID-10k/images/I22_03_03.png,Motion_Blur,KADID-10k/images/I22.png,2.73 KADID-10k/images/I22_03_04.png,Motion_Blur,KADID-10k/images/I22.png,2.33 KADID-10k/images/I22_03_05.png,Motion_Blur,KADID-10k/images/I22.png,1.9 KADID-10k/images/I22_04_01.png,Color_Diffusion,KADID-10k/images/I22.png,4.5 KADID-10k/images/I22_04_02.png,Color_Diffusion,KADID-10k/images/I22.png,1.5 KADID-10k/images/I22_04_03.png,Color_Diffusion,KADID-10k/images/I22.png,1.3 KADID-10k/images/I22_04_04.png,Color_Diffusion,KADID-10k/images/I22.png,1.23 KADID-10k/images/I22_04_05.png,Color_Diffusion,KADID-10k/images/I22.png,1.07 KADID-10k/images/I22_05_01.png,Color_Shift,KADID-10k/images/I22.png,4.13 KADID-10k/images/I22_05_02.png,Color_Shift,KADID-10k/images/I22.png,2.73 KADID-10k/images/I22_05_03.png,Color_Shift,KADID-10k/images/I22.png,1.97 KADID-10k/images/I22_05_04.png,Color_Shift,KADID-10k/images/I22.png,1.93 KADID-10k/images/I22_05_05.png,Color_Shift,KADID-10k/images/I22.png,1.47 KADID-10k/images/I22_06_01.png,Color_Quantization,KADID-10k/images/I22.png,4.4 KADID-10k/images/I22_06_02.png,Color_Quantization,KADID-10k/images/I22.png,4.07 KADID-10k/images/I22_06_03.png,Color_Quantization,KADID-10k/images/I22.png,4.27 KADID-10k/images/I22_06_04.png,Color_Quantization,KADID-10k/images/I22.png,3.23 KADID-10k/images/I22_06_05.png,Color_Quantization,KADID-10k/images/I22.png,2.47 KADID-10k/images/I22_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I22.png,2.77 KADID-10k/images/I22_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I22.png,2.57 KADID-10k/images/I22_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I22.png,2.2 KADID-10k/images/I22_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I22.png,2.27 KADID-10k/images/I22_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I22.png,1.9 KADID-10k/images/I22_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I22.png,4.68 KADID-10k/images/I22_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I22.png,2.4 KADID-10k/images/I22_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I22.png,1.37 KADID-10k/images/I22_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I22.png,1.13 KADID-10k/images/I22_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I22.png,1.1 KADID-10k/images/I22_09_01.png,JP2K,KADID-10k/images/I22.png,4.73 KADID-10k/images/I22_09_02.png,JP2K,KADID-10k/images/I22.png,4.53 KADID-10k/images/I22_09_03.png,JP2K,KADID-10k/images/I22.png,4.77 KADID-10k/images/I22_09_04.png,JP2K,KADID-10k/images/I22.png,2.97 KADID-10k/images/I22_09_05.png,JP2K,KADID-10k/images/I22.png,1.63 KADID-10k/images/I22_10_01.png,JPEG,KADID-10k/images/I22.png,4.47 KADID-10k/images/I22_10_02.png,JPEG,KADID-10k/images/I22.png,4.43 KADID-10k/images/I22_10_03.png,JPEG,KADID-10k/images/I22.png,4.03 KADID-10k/images/I22_10_04.png,JPEG,KADID-10k/images/I22.png,1.83 KADID-10k/images/I22_10_05.png,JPEG,KADID-10k/images/I22.png,1.47 KADID-10k/images/I22_11_01.png,AWGN,KADID-10k/images/I22.png,3.8 KADID-10k/images/I22_11_02.png,AWGN,KADID-10k/images/I22.png,2.97 KADID-10k/images/I22_11_03.png,AWGN,KADID-10k/images/I22.png,2.8 KADID-10k/images/I22_11_04.png,AWGN,KADID-10k/images/I22.png,2.93 KADID-10k/images/I22_11_05.png,AWGN,KADID-10k/images/I22.png,2.27 KADID-10k/images/I22_12_01.png,AWGN_YCbCr,KADID-10k/images/I22.png,4.73 KADID-10k/images/I22_12_02.png,AWGN_YCbCr,KADID-10k/images/I22.png,3.5 KADID-10k/images/I22_12_03.png,AWGN_YCbCr,KADID-10k/images/I22.png,2.87 KADID-10k/images/I22_12_04.png,AWGN_YCbCr,KADID-10k/images/I22.png,2.63 KADID-10k/images/I22_12_05.png,AWGN_YCbCr,KADID-10k/images/I22.png,2.5 KADID-10k/images/I22_13_01.png,Impulse_Noise,KADID-10k/images/I22.png,3.93 KADID-10k/images/I22_13_02.png,Impulse_Noise,KADID-10k/images/I22.png,3.23 KADID-10k/images/I22_13_03.png,Impulse_Noise,KADID-10k/images/I22.png,2.8 KADID-10k/images/I22_13_04.png,Impulse_Noise,KADID-10k/images/I22.png,2.3 KADID-10k/images/I22_13_05.png,Impulse_Noise,KADID-10k/images/I22.png,2.1 KADID-10k/images/I22_14_01.png,Multiplicative_Noise,KADID-10k/images/I22.png,4.53 KADID-10k/images/I22_14_02.png,Multiplicative_Noise,KADID-10k/images/I22.png,3.23 KADID-10k/images/I22_14_03.png,Multiplicative_Noise,KADID-10k/images/I22.png,3 KADID-10k/images/I22_14_04.png,Multiplicative_Noise,KADID-10k/images/I22.png,2.61 KADID-10k/images/I22_14_05.png,Multiplicative_Noise,KADID-10k/images/I22.png,1.97 KADID-10k/images/I22_15_01.png,Denoising,KADID-10k/images/I22.png,3.5 KADID-10k/images/I22_15_02.png,Denoising,KADID-10k/images/I22.png,2.53 KADID-10k/images/I22_15_03.png,Denoising,KADID-10k/images/I22.png,2.27 KADID-10k/images/I22_15_04.png,Denoising,KADID-10k/images/I22.png,1.97 KADID-10k/images/I22_15_05.png,Denoising,KADID-10k/images/I22.png,1.53 KADID-10k/images/I22_16_01.png,Brighten,KADID-10k/images/I22.png,4.53 KADID-10k/images/I22_16_02.png,Brighten,KADID-10k/images/I22.png,4.37 KADID-10k/images/I22_16_03.png,Brighten,KADID-10k/images/I22.png,3.43 KADID-10k/images/I22_16_04.png,Brighten,KADID-10k/images/I22.png,2.2 KADID-10k/images/I22_16_05.png,Brighten,KADID-10k/images/I22.png,1.26 KADID-10k/images/I22_17_01.png,Darken,KADID-10k/images/I22.png,4.87 KADID-10k/images/I22_17_02.png,Darken,KADID-10k/images/I22.png,4.47 KADID-10k/images/I22_17_03.png,Darken,KADID-10k/images/I22.png,4.3 KADID-10k/images/I22_17_04.png,Darken,KADID-10k/images/I22.png,3.6 KADID-10k/images/I22_17_05.png,Darken,KADID-10k/images/I22.png,2.5 KADID-10k/images/I22_18_01.png,Mean_Shift,KADID-10k/images/I22.png,4.07 KADID-10k/images/I22_18_02.png,Mean_Shift,KADID-10k/images/I22.png,4.6 KADID-10k/images/I22_18_03.png,Mean_Shift,KADID-10k/images/I22.png,4.7 KADID-10k/images/I22_18_04.png,Mean_Shift,KADID-10k/images/I22.png,4.5 KADID-10k/images/I22_18_05.png,Mean_Shift,KADID-10k/images/I22.png,4.3 KADID-10k/images/I22_19_01.png,Jitter,KADID-10k/images/I22.png,4.63 KADID-10k/images/I22_19_02.png,Jitter,KADID-10k/images/I22.png,4.23 KADID-10k/images/I22_19_03.png,Jitter,KADID-10k/images/I22.png,3.77 KADID-10k/images/I22_19_04.png,Jitter,KADID-10k/images/I22.png,2.27 KADID-10k/images/I22_19_05.png,Jitter,KADID-10k/images/I22.png,1.5 KADID-10k/images/I22_20_01.png,Non-eccentricity_patch,KADID-10k/images/I22.png,4.7 KADID-10k/images/I22_20_02.png,Non-eccentricity_patch,KADID-10k/images/I22.png,3.83 KADID-10k/images/I22_20_03.png,Non-eccentricity_patch,KADID-10k/images/I22.png,3.47 KADID-10k/images/I22_20_04.png,Non-eccentricity_patch,KADID-10k/images/I22.png,4.17 KADID-10k/images/I22_20_05.png,Non-eccentricity_patch,KADID-10k/images/I22.png,2.37 KADID-10k/images/I22_21_01.png,Pixelate,KADID-10k/images/I22.png,4.53 KADID-10k/images/I22_21_02.png,Pixelate,KADID-10k/images/I22.png,3.8 KADID-10k/images/I22_21_03.png,Pixelate,KADID-10k/images/I22.png,3.6 KADID-10k/images/I22_21_04.png,Pixelate,KADID-10k/images/I22.png,3.77 KADID-10k/images/I22_21_05.png,Pixelate,KADID-10k/images/I22.png,1.87 KADID-10k/images/I22_22_01.png,Quantization,KADID-10k/images/I22.png,4.07 KADID-10k/images/I22_22_02.png,Quantization,KADID-10k/images/I22.png,3.67 KADID-10k/images/I22_22_03.png,Quantization,KADID-10k/images/I22.png,3.7 KADID-10k/images/I22_22_04.png,Quantization,KADID-10k/images/I22.png,3.33 KADID-10k/images/I22_22_05.png,Quantization,KADID-10k/images/I22.png,3.13 KADID-10k/images/I22_23_01.png,Color_Block,KADID-10k/images/I22.png,1.97 KADID-10k/images/I22_23_02.png,Color_Block,KADID-10k/images/I22.png,2.73 KADID-10k/images/I22_23_03.png,Color_Block,KADID-10k/images/I22.png,1.7 KADID-10k/images/I22_23_04.png,Color_Block,KADID-10k/images/I22.png,1.93 KADID-10k/images/I22_23_05.png,Color_Block,KADID-10k/images/I22.png,2.03 KADID-10k/images/I22_24_01.png,High_Sharpen,KADID-10k/images/I22.png,3.83 KADID-10k/images/I22_24_02.png,High_Sharpen,KADID-10k/images/I22.png,2.8 KADID-10k/images/I22_24_03.png,High_Sharpen,KADID-10k/images/I22.png,2.3 KADID-10k/images/I22_24_04.png,High_Sharpen,KADID-10k/images/I22.png,1.93 KADID-10k/images/I22_24_05.png,High_Sharpen,KADID-10k/images/I22.png,1.5 KADID-10k/images/I22_25_01.png,Contrast Dist.,KADID-10k/images/I22.png,3.33 KADID-10k/images/I22_25_02.png,Contrast Dist.,KADID-10k/images/I22.png,4.03 KADID-10k/images/I22_25_03.png,Contrast Dist.,KADID-10k/images/I22.png,4.3 KADID-10k/images/I22_25_04.png,Contrast Dist.,KADID-10k/images/I22.png,4.03 KADID-10k/images/I22_25_05.png,Contrast Dist.,KADID-10k/images/I22.png,2.9 KADID-10k/images/I23_01_01.png,GBLUR,KADID-10k/images/I23.png,4.73 KADID-10k/images/I23_01_02.png,GBLUR,KADID-10k/images/I23.png,4.47 KADID-10k/images/I23_01_03.png,GBLUR,KADID-10k/images/I23.png,3.03 KADID-10k/images/I23_01_04.png,GBLUR,KADID-10k/images/I23.png,2.2 KADID-10k/images/I23_01_05.png,GBLUR,KADID-10k/images/I23.png,1.33 KADID-10k/images/I23_02_01.png,Lens_Blur,KADID-10k/images/I23.png,3.87 KADID-10k/images/I23_02_02.png,Lens_Blur,KADID-10k/images/I23.png,2.97 KADID-10k/images/I23_02_03.png,Lens_Blur,KADID-10k/images/I23.png,1.97 KADID-10k/images/I23_02_04.png,Lens_Blur,KADID-10k/images/I23.png,1.5 KADID-10k/images/I23_02_05.png,Lens_Blur,KADID-10k/images/I23.png,1.29 KADID-10k/images/I23_03_01.png,Motion_Blur,KADID-10k/images/I23.png,4.93 KADID-10k/images/I23_03_02.png,Motion_Blur,KADID-10k/images/I23.png,4.47 KADID-10k/images/I23_03_03.png,Motion_Blur,KADID-10k/images/I23.png,3.3 KADID-10k/images/I23_03_04.png,Motion_Blur,KADID-10k/images/I23.png,2.77 KADID-10k/images/I23_03_05.png,Motion_Blur,KADID-10k/images/I23.png,2.07 KADID-10k/images/I23_04_01.png,Color_Diffusion,KADID-10k/images/I23.png,4.8 KADID-10k/images/I23_04_02.png,Color_Diffusion,KADID-10k/images/I23.png,2.53 KADID-10k/images/I23_04_03.png,Color_Diffusion,KADID-10k/images/I23.png,1.37 KADID-10k/images/I23_04_04.png,Color_Diffusion,KADID-10k/images/I23.png,1.17 KADID-10k/images/I23_04_05.png,Color_Diffusion,KADID-10k/images/I23.png,1.1 KADID-10k/images/I23_05_01.png,Color_Shift,KADID-10k/images/I23.png,4.71 KADID-10k/images/I23_05_02.png,Color_Shift,KADID-10k/images/I23.png,2.33 KADID-10k/images/I23_05_03.png,Color_Shift,KADID-10k/images/I23.png,2.06 KADID-10k/images/I23_05_04.png,Color_Shift,KADID-10k/images/I23.png,1.83 KADID-10k/images/I23_05_05.png,Color_Shift,KADID-10k/images/I23.png,1.91 KADID-10k/images/I23_06_01.png,Color_Quantization,KADID-10k/images/I23.png,4.07 KADID-10k/images/I23_06_02.png,Color_Quantization,KADID-10k/images/I23.png,3.8 KADID-10k/images/I23_06_03.png,Color_Quantization,KADID-10k/images/I23.png,3.43 KADID-10k/images/I23_06_04.png,Color_Quantization,KADID-10k/images/I23.png,3.1 KADID-10k/images/I23_06_05.png,Color_Quantization,KADID-10k/images/I23.png,2.8 KADID-10k/images/I23_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I23.png,2.97 KADID-10k/images/I23_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I23.png,2.1 KADID-10k/images/I23_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I23.png,1.93 KADID-10k/images/I23_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I23.png,2.13 KADID-10k/images/I23_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I23.png,1.7 KADID-10k/images/I23_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I23.png,4.73 KADID-10k/images/I23_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I23.png,3.57 KADID-10k/images/I23_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I23.png,3.03 KADID-10k/images/I23_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I23.png,2.2 KADID-10k/images/I23_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I23.png,2.03 KADID-10k/images/I23_09_01.png,JP2K,KADID-10k/images/I23.png,4.67 KADID-10k/images/I23_09_02.png,JP2K,KADID-10k/images/I23.png,3.8 KADID-10k/images/I23_09_03.png,JP2K,KADID-10k/images/I23.png,3.13 KADID-10k/images/I23_09_04.png,JP2K,KADID-10k/images/I23.png,2 KADID-10k/images/I23_09_05.png,JP2K,KADID-10k/images/I23.png,1.23 KADID-10k/images/I23_10_01.png,JPEG,KADID-10k/images/I23.png,4.57 KADID-10k/images/I23_10_02.png,JPEG,KADID-10k/images/I23.png,4.4 KADID-10k/images/I23_10_03.png,JPEG,KADID-10k/images/I23.png,4.13 KADID-10k/images/I23_10_04.png,JPEG,KADID-10k/images/I23.png,2.57 KADID-10k/images/I23_10_05.png,JPEG,KADID-10k/images/I23.png,1.7 KADID-10k/images/I23_11_01.png,AWGN,KADID-10k/images/I23.png,4.17 KADID-10k/images/I23_11_02.png,AWGN,KADID-10k/images/I23.png,4 KADID-10k/images/I23_11_03.png,AWGN,KADID-10k/images/I23.png,3.3 KADID-10k/images/I23_11_04.png,AWGN,KADID-10k/images/I23.png,2.93 KADID-10k/images/I23_11_05.png,AWGN,KADID-10k/images/I23.png,2.63 KADID-10k/images/I23_12_01.png,AWGN_YCbCr,KADID-10k/images/I23.png,4.77 KADID-10k/images/I23_12_02.png,AWGN_YCbCr,KADID-10k/images/I23.png,4.33 KADID-10k/images/I23_12_03.png,AWGN_YCbCr,KADID-10k/images/I23.png,3.53 KADID-10k/images/I23_12_04.png,AWGN_YCbCr,KADID-10k/images/I23.png,3.1 KADID-10k/images/I23_12_05.png,AWGN_YCbCr,KADID-10k/images/I23.png,2.93 KADID-10k/images/I23_13_01.png,Impulse_Noise,KADID-10k/images/I23.png,4.03 KADID-10k/images/I23_13_02.png,Impulse_Noise,KADID-10k/images/I23.png,3.45 KADID-10k/images/I23_13_03.png,Impulse_Noise,KADID-10k/images/I23.png,2.83 KADID-10k/images/I23_13_04.png,Impulse_Noise,KADID-10k/images/I23.png,2.7 KADID-10k/images/I23_13_05.png,Impulse_Noise,KADID-10k/images/I23.png,2.77 KADID-10k/images/I23_14_01.png,Multiplicative_Noise,KADID-10k/images/I23.png,4.53 KADID-10k/images/I23_14_02.png,Multiplicative_Noise,KADID-10k/images/I23.png,3.47 KADID-10k/images/I23_14_03.png,Multiplicative_Noise,KADID-10k/images/I23.png,3.03 KADID-10k/images/I23_14_04.png,Multiplicative_Noise,KADID-10k/images/I23.png,2.9 KADID-10k/images/I23_14_05.png,Multiplicative_Noise,KADID-10k/images/I23.png,2.27 KADID-10k/images/I23_15_01.png,Denoising,KADID-10k/images/I23.png,3.97 KADID-10k/images/I23_15_02.png,Denoising,KADID-10k/images/I23.png,3.27 KADID-10k/images/I23_15_03.png,Denoising,KADID-10k/images/I23.png,2.53 KADID-10k/images/I23_15_04.png,Denoising,KADID-10k/images/I23.png,1.71 KADID-10k/images/I23_15_05.png,Denoising,KADID-10k/images/I23.png,1.67 KADID-10k/images/I23_16_01.png,Brighten,KADID-10k/images/I23.png,4.73 KADID-10k/images/I23_16_02.png,Brighten,KADID-10k/images/I23.png,4.47 KADID-10k/images/I23_16_03.png,Brighten,KADID-10k/images/I23.png,3.8 KADID-10k/images/I23_16_04.png,Brighten,KADID-10k/images/I23.png,3.2 KADID-10k/images/I23_16_05.png,Brighten,KADID-10k/images/I23.png,1.97 KADID-10k/images/I23_17_01.png,Darken,KADID-10k/images/I23.png,4.67 KADID-10k/images/I23_17_02.png,Darken,KADID-10k/images/I23.png,4.8 KADID-10k/images/I23_17_03.png,Darken,KADID-10k/images/I23.png,4.53 KADID-10k/images/I23_17_04.png,Darken,KADID-10k/images/I23.png,3.57 KADID-10k/images/I23_17_05.png,Darken,KADID-10k/images/I23.png,2.67 KADID-10k/images/I23_18_01.png,Mean_Shift,KADID-10k/images/I23.png,4.53 KADID-10k/images/I23_18_02.png,Mean_Shift,KADID-10k/images/I23.png,4.6 KADID-10k/images/I23_18_03.png,Mean_Shift,KADID-10k/images/I23.png,4.7 KADID-10k/images/I23_18_04.png,Mean_Shift,KADID-10k/images/I23.png,4.43 KADID-10k/images/I23_18_05.png,Mean_Shift,KADID-10k/images/I23.png,4.23 KADID-10k/images/I23_19_01.png,Jitter,KADID-10k/images/I23.png,4.6 KADID-10k/images/I23_19_02.png,Jitter,KADID-10k/images/I23.png,4.4 KADID-10k/images/I23_19_03.png,Jitter,KADID-10k/images/I23.png,3.4 KADID-10k/images/I23_19_04.png,Jitter,KADID-10k/images/I23.png,1.77 KADID-10k/images/I23_19_05.png,Jitter,KADID-10k/images/I23.png,1.23 KADID-10k/images/I23_20_01.png,Non-eccentricity_patch,KADID-10k/images/I23.png,3.97 KADID-10k/images/I23_20_02.png,Non-eccentricity_patch,KADID-10k/images/I23.png,2.72 KADID-10k/images/I23_20_03.png,Non-eccentricity_patch,KADID-10k/images/I23.png,2.67 KADID-10k/images/I23_20_04.png,Non-eccentricity_patch,KADID-10k/images/I23.png,2.3 KADID-10k/images/I23_20_05.png,Non-eccentricity_patch,KADID-10k/images/I23.png,2.03 KADID-10k/images/I23_21_01.png,Pixelate,KADID-10k/images/I23.png,4.27 KADID-10k/images/I23_21_02.png,Pixelate,KADID-10k/images/I23.png,3.3 KADID-10k/images/I23_21_03.png,Pixelate,KADID-10k/images/I23.png,2.97 KADID-10k/images/I23_21_04.png,Pixelate,KADID-10k/images/I23.png,3.07 KADID-10k/images/I23_21_05.png,Pixelate,KADID-10k/images/I23.png,1.47 KADID-10k/images/I23_22_01.png,Quantization,KADID-10k/images/I23.png,4.63 KADID-10k/images/I23_22_02.png,Quantization,KADID-10k/images/I23.png,4.77 KADID-10k/images/I23_22_03.png,Quantization,KADID-10k/images/I23.png,4.53 KADID-10k/images/I23_22_04.png,Quantization,KADID-10k/images/I23.png,4.43 KADID-10k/images/I23_22_05.png,Quantization,KADID-10k/images/I23.png,4.03 KADID-10k/images/I23_23_01.png,Color_Block,KADID-10k/images/I23.png,2.57 KADID-10k/images/I23_23_02.png,Color_Block,KADID-10k/images/I23.png,2.07 KADID-10k/images/I23_23_03.png,Color_Block,KADID-10k/images/I23.png,2 KADID-10k/images/I23_23_04.png,Color_Block,KADID-10k/images/I23.png,2.23 KADID-10k/images/I23_23_05.png,Color_Block,KADID-10k/images/I23.png,2.47 KADID-10k/images/I23_24_01.png,High_Sharpen,KADID-10k/images/I23.png,4.3 KADID-10k/images/I23_24_02.png,High_Sharpen,KADID-10k/images/I23.png,3.13 KADID-10k/images/I23_24_03.png,High_Sharpen,KADID-10k/images/I23.png,2.57 KADID-10k/images/I23_24_04.png,High_Sharpen,KADID-10k/images/I23.png,1.83 KADID-10k/images/I23_24_05.png,High_Sharpen,KADID-10k/images/I23.png,1.33 KADID-10k/images/I23_25_01.png,Contrast Dist.,KADID-10k/images/I23.png,4.23 KADID-10k/images/I23_25_02.png,Contrast Dist.,KADID-10k/images/I23.png,4.27 KADID-10k/images/I23_25_03.png,Contrast Dist.,KADID-10k/images/I23.png,4.37 KADID-10k/images/I23_25_04.png,Contrast Dist.,KADID-10k/images/I23.png,4.4 KADID-10k/images/I23_25_05.png,Contrast Dist.,KADID-10k/images/I23.png,3.9 KADID-10k/images/I24_01_01.png,GBLUR,KADID-10k/images/I24.png,4.2 KADID-10k/images/I24_01_02.png,GBLUR,KADID-10k/images/I24.png,4.03 KADID-10k/images/I24_01_03.png,GBLUR,KADID-10k/images/I24.png,2.77 KADID-10k/images/I24_01_04.png,GBLUR,KADID-10k/images/I24.png,1.7 KADID-10k/images/I24_01_05.png,GBLUR,KADID-10k/images/I24.png,1.4 KADID-10k/images/I24_02_01.png,Lens_Blur,KADID-10k/images/I24.png,3.57 KADID-10k/images/I24_02_02.png,Lens_Blur,KADID-10k/images/I24.png,2.47 KADID-10k/images/I24_02_03.png,Lens_Blur,KADID-10k/images/I24.png,1.77 KADID-10k/images/I24_02_04.png,Lens_Blur,KADID-10k/images/I24.png,1.7 KADID-10k/images/I24_02_05.png,Lens_Blur,KADID-10k/images/I24.png,1.33 KADID-10k/images/I24_03_01.png,Motion_Blur,KADID-10k/images/I24.png,4.5 KADID-10k/images/I24_03_02.png,Motion_Blur,KADID-10k/images/I24.png,4 KADID-10k/images/I24_03_03.png,Motion_Blur,KADID-10k/images/I24.png,3.03 KADID-10k/images/I24_03_04.png,Motion_Blur,KADID-10k/images/I24.png,2.4 KADID-10k/images/I24_03_05.png,Motion_Blur,KADID-10k/images/I24.png,1.83 KADID-10k/images/I24_04_01.png,Color_Diffusion,KADID-10k/images/I24.png,4.53 KADID-10k/images/I24_04_02.png,Color_Diffusion,KADID-10k/images/I24.png,2.97 KADID-10k/images/I24_04_03.png,Color_Diffusion,KADID-10k/images/I24.png,2.03 KADID-10k/images/I24_04_04.png,Color_Diffusion,KADID-10k/images/I24.png,1.63 KADID-10k/images/I24_04_05.png,Color_Diffusion,KADID-10k/images/I24.png,1.26 KADID-10k/images/I24_05_01.png,Color_Shift,KADID-10k/images/I24.png,4.47 KADID-10k/images/I24_05_02.png,Color_Shift,KADID-10k/images/I24.png,2.47 KADID-10k/images/I24_05_03.png,Color_Shift,KADID-10k/images/I24.png,2 KADID-10k/images/I24_05_04.png,Color_Shift,KADID-10k/images/I24.png,2 KADID-10k/images/I24_05_05.png,Color_Shift,KADID-10k/images/I24.png,2.47 KADID-10k/images/I24_06_01.png,Color_Quantization,KADID-10k/images/I24.png,4.27 KADID-10k/images/I24_06_02.png,Color_Quantization,KADID-10k/images/I24.png,3.93 KADID-10k/images/I24_06_03.png,Color_Quantization,KADID-10k/images/I24.png,3.8 KADID-10k/images/I24_06_04.png,Color_Quantization,KADID-10k/images/I24.png,2.73 KADID-10k/images/I24_06_05.png,Color_Quantization,KADID-10k/images/I24.png,2.67 KADID-10k/images/I24_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I24.png,2.8 KADID-10k/images/I24_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I24.png,2.43 KADID-10k/images/I24_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I24.png,1.93 KADID-10k/images/I24_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I24.png,2.23 KADID-10k/images/I24_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I24.png,1.4 KADID-10k/images/I24_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I24.png,4.5 KADID-10k/images/I24_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I24.png,3.63 KADID-10k/images/I24_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I24.png,2.83 KADID-10k/images/I24_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I24.png,1.93 KADID-10k/images/I24_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I24.png,1.7 KADID-10k/images/I24_09_01.png,JP2K,KADID-10k/images/I24.png,4.37 KADID-10k/images/I24_09_02.png,JP2K,KADID-10k/images/I24.png,4.19 KADID-10k/images/I24_09_03.png,JP2K,KADID-10k/images/I24.png,4.2 KADID-10k/images/I24_09_04.png,JP2K,KADID-10k/images/I24.png,2.13 KADID-10k/images/I24_09_05.png,JP2K,KADID-10k/images/I24.png,1.4 KADID-10k/images/I24_10_01.png,JPEG,KADID-10k/images/I24.png,4.47 KADID-10k/images/I24_10_02.png,JPEG,KADID-10k/images/I24.png,4.3 KADID-10k/images/I24_10_03.png,JPEG,KADID-10k/images/I24.png,3.97 KADID-10k/images/I24_10_04.png,JPEG,KADID-10k/images/I24.png,1.9 KADID-10k/images/I24_10_05.png,JPEG,KADID-10k/images/I24.png,1.57 KADID-10k/images/I24_11_01.png,AWGN,KADID-10k/images/I24.png,3.53 KADID-10k/images/I24_11_02.png,AWGN,KADID-10k/images/I24.png,3.07 KADID-10k/images/I24_11_03.png,AWGN,KADID-10k/images/I24.png,2.7 KADID-10k/images/I24_11_04.png,AWGN,KADID-10k/images/I24.png,2.53 KADID-10k/images/I24_11_05.png,AWGN,KADID-10k/images/I24.png,1.97 KADID-10k/images/I24_12_01.png,AWGN_YCbCr,KADID-10k/images/I24.png,4.3 KADID-10k/images/I24_12_02.png,AWGN_YCbCr,KADID-10k/images/I24.png,3.37 KADID-10k/images/I24_12_03.png,AWGN_YCbCr,KADID-10k/images/I24.png,2.33 KADID-10k/images/I24_12_04.png,AWGN_YCbCr,KADID-10k/images/I24.png,2.43 KADID-10k/images/I24_12_05.png,AWGN_YCbCr,KADID-10k/images/I24.png,2 KADID-10k/images/I24_13_01.png,Impulse_Noise,KADID-10k/images/I24.png,3.43 KADID-10k/images/I24_13_02.png,Impulse_Noise,KADID-10k/images/I24.png,3 KADID-10k/images/I24_13_03.png,Impulse_Noise,KADID-10k/images/I24.png,2.43 KADID-10k/images/I24_13_04.png,Impulse_Noise,KADID-10k/images/I24.png,2.1 KADID-10k/images/I24_13_05.png,Impulse_Noise,KADID-10k/images/I24.png,2.2 KADID-10k/images/I24_14_01.png,Multiplicative_Noise,KADID-10k/images/I24.png,4.3 KADID-10k/images/I24_14_02.png,Multiplicative_Noise,KADID-10k/images/I24.png,2.97 KADID-10k/images/I24_14_03.png,Multiplicative_Noise,KADID-10k/images/I24.png,2.8 KADID-10k/images/I24_14_04.png,Multiplicative_Noise,KADID-10k/images/I24.png,2.3 KADID-10k/images/I24_14_05.png,Multiplicative_Noise,KADID-10k/images/I24.png,1.93 KADID-10k/images/I24_15_01.png,Denoising,KADID-10k/images/I24.png,3.47 KADID-10k/images/I24_15_02.png,Denoising,KADID-10k/images/I24.png,2.43 KADID-10k/images/I24_15_03.png,Denoising,KADID-10k/images/I24.png,1.9 KADID-10k/images/I24_15_04.png,Denoising,KADID-10k/images/I24.png,1.53 KADID-10k/images/I24_15_05.png,Denoising,KADID-10k/images/I24.png,1.67 KADID-10k/images/I24_16_01.png,Brighten,KADID-10k/images/I24.png,4.5 KADID-10k/images/I24_16_02.png,Brighten,KADID-10k/images/I24.png,4.1 KADID-10k/images/I24_16_03.png,Brighten,KADID-10k/images/I24.png,3.94 KADID-10k/images/I24_16_04.png,Brighten,KADID-10k/images/I24.png,2.07 KADID-10k/images/I24_16_05.png,Brighten,KADID-10k/images/I24.png,1.43 KADID-10k/images/I24_17_01.png,Darken,KADID-10k/images/I24.png,4.57 KADID-10k/images/I24_17_02.png,Darken,KADID-10k/images/I24.png,4.37 KADID-10k/images/I24_17_03.png,Darken,KADID-10k/images/I24.png,4 KADID-10k/images/I24_17_04.png,Darken,KADID-10k/images/I24.png,3.57 KADID-10k/images/I24_17_05.png,Darken,KADID-10k/images/I24.png,2.3 KADID-10k/images/I24_18_01.png,Mean_Shift,KADID-10k/images/I24.png,4 KADID-10k/images/I24_18_02.png,Mean_Shift,KADID-10k/images/I24.png,4.3 KADID-10k/images/I24_18_03.png,Mean_Shift,KADID-10k/images/I24.png,4.7 KADID-10k/images/I24_18_04.png,Mean_Shift,KADID-10k/images/I24.png,4.37 KADID-10k/images/I24_18_05.png,Mean_Shift,KADID-10k/images/I24.png,4.27 KADID-10k/images/I24_19_01.png,Jitter,KADID-10k/images/I24.png,4.67 KADID-10k/images/I24_19_02.png,Jitter,KADID-10k/images/I24.png,4.5 KADID-10k/images/I24_19_03.png,Jitter,KADID-10k/images/I24.png,4.07 KADID-10k/images/I24_19_04.png,Jitter,KADID-10k/images/I24.png,2.67 KADID-10k/images/I24_19_05.png,Jitter,KADID-10k/images/I24.png,1.53 KADID-10k/images/I24_20_01.png,Non-eccentricity_patch,KADID-10k/images/I24.png,4 KADID-10k/images/I24_20_02.png,Non-eccentricity_patch,KADID-10k/images/I24.png,3.67 KADID-10k/images/I24_20_03.png,Non-eccentricity_patch,KADID-10k/images/I24.png,3.73 KADID-10k/images/I24_20_04.png,Non-eccentricity_patch,KADID-10k/images/I24.png,3.7 KADID-10k/images/I24_20_05.png,Non-eccentricity_patch,KADID-10k/images/I24.png,2.53 KADID-10k/images/I24_21_01.png,Pixelate,KADID-10k/images/I24.png,4.27 KADID-10k/images/I24_21_02.png,Pixelate,KADID-10k/images/I24.png,3.53 KADID-10k/images/I24_21_03.png,Pixelate,KADID-10k/images/I24.png,3.5 KADID-10k/images/I24_21_04.png,Pixelate,KADID-10k/images/I24.png,2.97 KADID-10k/images/I24_21_05.png,Pixelate,KADID-10k/images/I24.png,1.4 KADID-10k/images/I24_22_01.png,Quantization,KADID-10k/images/I24.png,4.07 KADID-10k/images/I24_22_02.png,Quantization,KADID-10k/images/I24.png,3.63 KADID-10k/images/I24_22_03.png,Quantization,KADID-10k/images/I24.png,3.07 KADID-10k/images/I24_22_04.png,Quantization,KADID-10k/images/I24.png,3.33 KADID-10k/images/I24_22_05.png,Quantization,KADID-10k/images/I24.png,2.9 KADID-10k/images/I24_23_01.png,Color_Block,KADID-10k/images/I24.png,2.73 KADID-10k/images/I24_23_02.png,Color_Block,KADID-10k/images/I24.png,2.1 KADID-10k/images/I24_23_03.png,Color_Block,KADID-10k/images/I24.png,2.17 KADID-10k/images/I24_23_04.png,Color_Block,KADID-10k/images/I24.png,1.57 KADID-10k/images/I24_23_05.png,Color_Block,KADID-10k/images/I24.png,2.1 KADID-10k/images/I24_24_01.png,High_Sharpen,KADID-10k/images/I24.png,3.73 KADID-10k/images/I24_24_02.png,High_Sharpen,KADID-10k/images/I24.png,2.63 KADID-10k/images/I24_24_03.png,High_Sharpen,KADID-10k/images/I24.png,2.07 KADID-10k/images/I24_24_04.png,High_Sharpen,KADID-10k/images/I24.png,1.63 KADID-10k/images/I24_24_05.png,High_Sharpen,KADID-10k/images/I24.png,1.16 KADID-10k/images/I24_25_01.png,Contrast Dist.,KADID-10k/images/I24.png,3.2 KADID-10k/images/I24_25_02.png,Contrast Dist.,KADID-10k/images/I24.png,3.83 KADID-10k/images/I24_25_03.png,Contrast Dist.,KADID-10k/images/I24.png,4.33 KADID-10k/images/I24_25_04.png,Contrast Dist.,KADID-10k/images/I24.png,3.83 KADID-10k/images/I24_25_05.png,Contrast Dist.,KADID-10k/images/I24.png,3.53 KADID-10k/images/I25_01_01.png,GBLUR,KADID-10k/images/I25.png,4.43 KADID-10k/images/I25_01_02.png,GBLUR,KADID-10k/images/I25.png,4.63 KADID-10k/images/I25_01_03.png,GBLUR,KADID-10k/images/I25.png,3.2 KADID-10k/images/I25_01_04.png,GBLUR,KADID-10k/images/I25.png,2.3 KADID-10k/images/I25_01_05.png,GBLUR,KADID-10k/images/I25.png,1.37 KADID-10k/images/I25_02_01.png,Lens_Blur,KADID-10k/images/I25.png,4.17 KADID-10k/images/I25_02_02.png,Lens_Blur,KADID-10k/images/I25.png,2.87 KADID-10k/images/I25_02_03.png,Lens_Blur,KADID-10k/images/I25.png,1.87 KADID-10k/images/I25_02_04.png,Lens_Blur,KADID-10k/images/I25.png,1.73 KADID-10k/images/I25_02_05.png,Lens_Blur,KADID-10k/images/I25.png,1.3 KADID-10k/images/I25_03_01.png,Motion_Blur,KADID-10k/images/I25.png,4.77 KADID-10k/images/I25_03_02.png,Motion_Blur,KADID-10k/images/I25.png,4.43 KADID-10k/images/I25_03_03.png,Motion_Blur,KADID-10k/images/I25.png,3.1 KADID-10k/images/I25_03_04.png,Motion_Blur,KADID-10k/images/I25.png,2.9 KADID-10k/images/I25_03_05.png,Motion_Blur,KADID-10k/images/I25.png,1.73 KADID-10k/images/I25_04_01.png,Color_Diffusion,KADID-10k/images/I25.png,4.53 KADID-10k/images/I25_04_02.png,Color_Diffusion,KADID-10k/images/I25.png,3.03 KADID-10k/images/I25_04_03.png,Color_Diffusion,KADID-10k/images/I25.png,2 KADID-10k/images/I25_04_04.png,Color_Diffusion,KADID-10k/images/I25.png,2.07 KADID-10k/images/I25_04_05.png,Color_Diffusion,KADID-10k/images/I25.png,1.65 KADID-10k/images/I25_05_01.png,Color_Shift,KADID-10k/images/I25.png,4.5 KADID-10k/images/I25_05_02.png,Color_Shift,KADID-10k/images/I25.png,2.8 KADID-10k/images/I25_05_03.png,Color_Shift,KADID-10k/images/I25.png,2.23 KADID-10k/images/I25_05_04.png,Color_Shift,KADID-10k/images/I25.png,2.53 KADID-10k/images/I25_05_05.png,Color_Shift,KADID-10k/images/I25.png,2.73 KADID-10k/images/I25_06_01.png,Color_Quantization,KADID-10k/images/I25.png,4.2 KADID-10k/images/I25_06_02.png,Color_Quantization,KADID-10k/images/I25.png,4.07 KADID-10k/images/I25_06_03.png,Color_Quantization,KADID-10k/images/I25.png,4.07 KADID-10k/images/I25_06_04.png,Color_Quantization,KADID-10k/images/I25.png,3.2 KADID-10k/images/I25_06_05.png,Color_Quantization,KADID-10k/images/I25.png,2.33 KADID-10k/images/I25_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I25.png,2.5 KADID-10k/images/I25_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I25.png,2.43 KADID-10k/images/I25_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I25.png,2.43 KADID-10k/images/I25_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I25.png,2.37 KADID-10k/images/I25_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I25.png,1.97 KADID-10k/images/I25_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I25.png,4.73 KADID-10k/images/I25_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I25.png,3.13 KADID-10k/images/I25_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I25.png,3.13 KADID-10k/images/I25_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I25.png,1.7 KADID-10k/images/I25_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I25.png,1.33 KADID-10k/images/I25_09_01.png,JP2K,KADID-10k/images/I25.png,4.7 KADID-10k/images/I25_09_02.png,JP2K,KADID-10k/images/I25.png,4.6 KADID-10k/images/I25_09_03.png,JP2K,KADID-10k/images/I25.png,4.2 KADID-10k/images/I25_09_04.png,JP2K,KADID-10k/images/I25.png,3.03 KADID-10k/images/I25_09_05.png,JP2K,KADID-10k/images/I25.png,1.53 KADID-10k/images/I25_10_01.png,JPEG,KADID-10k/images/I25.png,4.53 KADID-10k/images/I25_10_02.png,JPEG,KADID-10k/images/I25.png,4.63 KADID-10k/images/I25_10_03.png,JPEG,KADID-10k/images/I25.png,4.3 KADID-10k/images/I25_10_04.png,JPEG,KADID-10k/images/I25.png,1.6 KADID-10k/images/I25_10_05.png,JPEG,KADID-10k/images/I25.png,1.07 KADID-10k/images/I25_11_01.png,AWGN,KADID-10k/images/I25.png,4.1 KADID-10k/images/I25_11_02.png,AWGN,KADID-10k/images/I25.png,3.5 KADID-10k/images/I25_11_03.png,AWGN,KADID-10k/images/I25.png,2.9 KADID-10k/images/I25_11_04.png,AWGN,KADID-10k/images/I25.png,2.77 KADID-10k/images/I25_11_05.png,AWGN,KADID-10k/images/I25.png,2.37 KADID-10k/images/I25_12_01.png,AWGN_YCbCr,KADID-10k/images/I25.png,4.57 KADID-10k/images/I25_12_02.png,AWGN_YCbCr,KADID-10k/images/I25.png,3.53 KADID-10k/images/I25_12_03.png,AWGN_YCbCr,KADID-10k/images/I25.png,2.9 KADID-10k/images/I25_12_04.png,AWGN_YCbCr,KADID-10k/images/I25.png,2.43 KADID-10k/images/I25_12_05.png,AWGN_YCbCr,KADID-10k/images/I25.png,2.23 KADID-10k/images/I25_13_01.png,Impulse_Noise,KADID-10k/images/I25.png,3.47 KADID-10k/images/I25_13_02.png,Impulse_Noise,KADID-10k/images/I25.png,2.81 KADID-10k/images/I25_13_03.png,Impulse_Noise,KADID-10k/images/I25.png,2.3 KADID-10k/images/I25_13_04.png,Impulse_Noise,KADID-10k/images/I25.png,2.17 KADID-10k/images/I25_13_05.png,Impulse_Noise,KADID-10k/images/I25.png,1.94 KADID-10k/images/I25_14_01.png,Multiplicative_Noise,KADID-10k/images/I25.png,4.57 KADID-10k/images/I25_14_02.png,Multiplicative_Noise,KADID-10k/images/I25.png,4.03 KADID-10k/images/I25_14_03.png,Multiplicative_Noise,KADID-10k/images/I25.png,3.63 KADID-10k/images/I25_14_04.png,Multiplicative_Noise,KADID-10k/images/I25.png,2.27 KADID-10k/images/I25_14_05.png,Multiplicative_Noise,KADID-10k/images/I25.png,1.83 KADID-10k/images/I25_15_01.png,Denoising,KADID-10k/images/I25.png,3.63 KADID-10k/images/I25_15_02.png,Denoising,KADID-10k/images/I25.png,2.53 KADID-10k/images/I25_15_03.png,Denoising,KADID-10k/images/I25.png,1.97 KADID-10k/images/I25_15_04.png,Denoising,KADID-10k/images/I25.png,1.2 KADID-10k/images/I25_15_05.png,Denoising,KADID-10k/images/I25.png,1.3 KADID-10k/images/I25_16_01.png,Brighten,KADID-10k/images/I25.png,4.67 KADID-10k/images/I25_16_02.png,Brighten,KADID-10k/images/I25.png,4.27 KADID-10k/images/I25_16_03.png,Brighten,KADID-10k/images/I25.png,4.32 KADID-10k/images/I25_16_04.png,Brighten,KADID-10k/images/I25.png,3.43 KADID-10k/images/I25_16_05.png,Brighten,KADID-10k/images/I25.png,2.07 KADID-10k/images/I25_17_01.png,Darken,KADID-10k/images/I25.png,4.73 KADID-10k/images/I25_17_02.png,Darken,KADID-10k/images/I25.png,4.7 KADID-10k/images/I25_17_03.png,Darken,KADID-10k/images/I25.png,4.5 KADID-10k/images/I25_17_04.png,Darken,KADID-10k/images/I25.png,3.7 KADID-10k/images/I25_17_05.png,Darken,KADID-10k/images/I25.png,1.8 KADID-10k/images/I25_18_01.png,Mean_Shift,KADID-10k/images/I25.png,4.43 KADID-10k/images/I25_18_02.png,Mean_Shift,KADID-10k/images/I25.png,4.73 KADID-10k/images/I25_18_03.png,Mean_Shift,KADID-10k/images/I25.png,4.57 KADID-10k/images/I25_18_04.png,Mean_Shift,KADID-10k/images/I25.png,4.47 KADID-10k/images/I25_18_05.png,Mean_Shift,KADID-10k/images/I25.png,3.73 KADID-10k/images/I25_19_01.png,Jitter,KADID-10k/images/I25.png,4.77 KADID-10k/images/I25_19_02.png,Jitter,KADID-10k/images/I25.png,4.33 KADID-10k/images/I25_19_03.png,Jitter,KADID-10k/images/I25.png,4.3 KADID-10k/images/I25_19_04.png,Jitter,KADID-10k/images/I25.png,2.63 KADID-10k/images/I25_19_05.png,Jitter,KADID-10k/images/I25.png,1.73 KADID-10k/images/I25_20_01.png,Non-eccentricity_patch,KADID-10k/images/I25.png,4.63 KADID-10k/images/I25_20_02.png,Non-eccentricity_patch,KADID-10k/images/I25.png,3.93 KADID-10k/images/I25_20_03.png,Non-eccentricity_patch,KADID-10k/images/I25.png,2.8 KADID-10k/images/I25_20_04.png,Non-eccentricity_patch,KADID-10k/images/I25.png,3.53 KADID-10k/images/I25_20_05.png,Non-eccentricity_patch,KADID-10k/images/I25.png,3.4 KADID-10k/images/I25_21_01.png,Pixelate,KADID-10k/images/I25.png,4.63 KADID-10k/images/I25_21_02.png,Pixelate,KADID-10k/images/I25.png,4 KADID-10k/images/I25_21_03.png,Pixelate,KADID-10k/images/I25.png,3.57 KADID-10k/images/I25_21_04.png,Pixelate,KADID-10k/images/I25.png,4.03 KADID-10k/images/I25_21_05.png,Pixelate,KADID-10k/images/I25.png,2.57 KADID-10k/images/I25_22_01.png,Quantization,KADID-10k/images/I25.png,4.57 KADID-10k/images/I25_22_02.png,Quantization,KADID-10k/images/I25.png,4.33 KADID-10k/images/I25_22_03.png,Quantization,KADID-10k/images/I25.png,4.3 KADID-10k/images/I25_22_04.png,Quantization,KADID-10k/images/I25.png,3.87 KADID-10k/images/I25_22_05.png,Quantization,KADID-10k/images/I25.png,2.8 KADID-10k/images/I25_23_01.png,Color_Block,KADID-10k/images/I25.png,2.43 KADID-10k/images/I25_23_02.png,Color_Block,KADID-10k/images/I25.png,2.37 KADID-10k/images/I25_23_03.png,Color_Block,KADID-10k/images/I25.png,2.23 KADID-10k/images/I25_23_04.png,Color_Block,KADID-10k/images/I25.png,2.17 KADID-10k/images/I25_23_05.png,Color_Block,KADID-10k/images/I25.png,2 KADID-10k/images/I25_24_01.png,High_Sharpen,KADID-10k/images/I25.png,4 KADID-10k/images/I25_24_02.png,High_Sharpen,KADID-10k/images/I25.png,2.63 KADID-10k/images/I25_24_03.png,High_Sharpen,KADID-10k/images/I25.png,2.2 KADID-10k/images/I25_24_04.png,High_Sharpen,KADID-10k/images/I25.png,1.57 KADID-10k/images/I25_24_05.png,High_Sharpen,KADID-10k/images/I25.png,1.27 KADID-10k/images/I25_25_01.png,Contrast Dist.,KADID-10k/images/I25.png,3.53 KADID-10k/images/I25_25_02.png,Contrast Dist.,KADID-10k/images/I25.png,3.93 KADID-10k/images/I25_25_03.png,Contrast Dist.,KADID-10k/images/I25.png,4.5 KADID-10k/images/I25_25_04.png,Contrast Dist.,KADID-10k/images/I25.png,4.67 KADID-10k/images/I25_25_05.png,Contrast Dist.,KADID-10k/images/I25.png,3.53 KADID-10k/images/I26_01_01.png,GBLUR,KADID-10k/images/I26.png,4.74 KADID-10k/images/I26_01_02.png,GBLUR,KADID-10k/images/I26.png,4.43 KADID-10k/images/I26_01_03.png,GBLUR,KADID-10k/images/I26.png,2.83 KADID-10k/images/I26_01_04.png,GBLUR,KADID-10k/images/I26.png,1.8 KADID-10k/images/I26_01_05.png,GBLUR,KADID-10k/images/I26.png,1.3 KADID-10k/images/I26_02_01.png,Lens_Blur,KADID-10k/images/I26.png,4.1 KADID-10k/images/I26_02_02.png,Lens_Blur,KADID-10k/images/I26.png,2.67 KADID-10k/images/I26_02_03.png,Lens_Blur,KADID-10k/images/I26.png,2 KADID-10k/images/I26_02_04.png,Lens_Blur,KADID-10k/images/I26.png,1.57 KADID-10k/images/I26_02_05.png,Lens_Blur,KADID-10k/images/I26.png,1.27 KADID-10k/images/I26_03_01.png,Motion_Blur,KADID-10k/images/I26.png,4.67 KADID-10k/images/I26_03_02.png,Motion_Blur,KADID-10k/images/I26.png,4.33 KADID-10k/images/I26_03_03.png,Motion_Blur,KADID-10k/images/I26.png,3 KADID-10k/images/I26_03_04.png,Motion_Blur,KADID-10k/images/I26.png,2.37 KADID-10k/images/I26_03_05.png,Motion_Blur,KADID-10k/images/I26.png,1.87 KADID-10k/images/I26_04_01.png,Color_Diffusion,KADID-10k/images/I26.png,4.8 KADID-10k/images/I26_04_02.png,Color_Diffusion,KADID-10k/images/I26.png,3.29 KADID-10k/images/I26_04_03.png,Color_Diffusion,KADID-10k/images/I26.png,2.9 KADID-10k/images/I26_04_04.png,Color_Diffusion,KADID-10k/images/I26.png,2.33 KADID-10k/images/I26_04_05.png,Color_Diffusion,KADID-10k/images/I26.png,2.07 KADID-10k/images/I26_05_01.png,Color_Shift,KADID-10k/images/I26.png,4.43 KADID-10k/images/I26_05_02.png,Color_Shift,KADID-10k/images/I26.png,2.64 KADID-10k/images/I26_05_03.png,Color_Shift,KADID-10k/images/I26.png,1.57 KADID-10k/images/I26_05_04.png,Color_Shift,KADID-10k/images/I26.png,1.77 KADID-10k/images/I26_05_05.png,Color_Shift,KADID-10k/images/I26.png,1.53 KADID-10k/images/I26_06_01.png,Color_Quantization,KADID-10k/images/I26.png,4.57 KADID-10k/images/I26_06_02.png,Color_Quantization,KADID-10k/images/I26.png,4.39 KADID-10k/images/I26_06_03.png,Color_Quantization,KADID-10k/images/I26.png,4 KADID-10k/images/I26_06_04.png,Color_Quantization,KADID-10k/images/I26.png,3.53 KADID-10k/images/I26_06_05.png,Color_Quantization,KADID-10k/images/I26.png,2.6 KADID-10k/images/I26_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I26.png,2.6 KADID-10k/images/I26_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I26.png,2.3 KADID-10k/images/I26_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I26.png,2.47 KADID-10k/images/I26_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I26.png,2.47 KADID-10k/images/I26_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I26.png,2.6 KADID-10k/images/I26_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I26.png,4.67 KADID-10k/images/I26_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I26.png,3.37 KADID-10k/images/I26_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I26.png,3.53 KADID-10k/images/I26_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I26.png,2.73 KADID-10k/images/I26_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I26.png,1.77 KADID-10k/images/I26_09_01.png,JP2K,KADID-10k/images/I26.png,4.57 KADID-10k/images/I26_09_02.png,JP2K,KADID-10k/images/I26.png,4.63 KADID-10k/images/I26_09_03.png,JP2K,KADID-10k/images/I26.png,4.3 KADID-10k/images/I26_09_04.png,JP2K,KADID-10k/images/I26.png,2.67 KADID-10k/images/I26_09_05.png,JP2K,KADID-10k/images/I26.png,1.57 KADID-10k/images/I26_10_01.png,JPEG,KADID-10k/images/I26.png,4.6 KADID-10k/images/I26_10_02.png,JPEG,KADID-10k/images/I26.png,4.1 KADID-10k/images/I26_10_03.png,JPEG,KADID-10k/images/I26.png,3.93 KADID-10k/images/I26_10_04.png,JPEG,KADID-10k/images/I26.png,2.53 KADID-10k/images/I26_10_05.png,JPEG,KADID-10k/images/I26.png,1.5 KADID-10k/images/I26_11_01.png,AWGN,KADID-10k/images/I26.png,3.9 KADID-10k/images/I26_11_02.png,AWGN,KADID-10k/images/I26.png,3.3 KADID-10k/images/I26_11_03.png,AWGN,KADID-10k/images/I26.png,3.27 KADID-10k/images/I26_11_04.png,AWGN,KADID-10k/images/I26.png,2.8 KADID-10k/images/I26_11_05.png,AWGN,KADID-10k/images/I26.png,2.47 KADID-10k/images/I26_12_01.png,AWGN_YCbCr,KADID-10k/images/I26.png,4.53 KADID-10k/images/I26_12_02.png,AWGN_YCbCr,KADID-10k/images/I26.png,3.77 KADID-10k/images/I26_12_03.png,AWGN_YCbCr,KADID-10k/images/I26.png,2.9 KADID-10k/images/I26_12_04.png,AWGN_YCbCr,KADID-10k/images/I26.png,2.8 KADID-10k/images/I26_12_05.png,AWGN_YCbCr,KADID-10k/images/I26.png,2.3 KADID-10k/images/I26_13_01.png,Impulse_Noise,KADID-10k/images/I26.png,3.4 KADID-10k/images/I26_13_02.png,Impulse_Noise,KADID-10k/images/I26.png,2.9 KADID-10k/images/I26_13_03.png,Impulse_Noise,KADID-10k/images/I26.png,2.73 KADID-10k/images/I26_13_04.png,Impulse_Noise,KADID-10k/images/I26.png,2.29 KADID-10k/images/I26_13_05.png,Impulse_Noise,KADID-10k/images/I26.png,2.3 KADID-10k/images/I26_14_01.png,Multiplicative_Noise,KADID-10k/images/I26.png,4.67 KADID-10k/images/I26_14_02.png,Multiplicative_Noise,KADID-10k/images/I26.png,3.84 KADID-10k/images/I26_14_03.png,Multiplicative_Noise,KADID-10k/images/I26.png,3.03 KADID-10k/images/I26_14_04.png,Multiplicative_Noise,KADID-10k/images/I26.png,2.73 KADID-10k/images/I26_14_05.png,Multiplicative_Noise,KADID-10k/images/I26.png,2.23 KADID-10k/images/I26_15_01.png,Denoising,KADID-10k/images/I26.png,3.87 KADID-10k/images/I26_15_02.png,Denoising,KADID-10k/images/I26.png,3.43 KADID-10k/images/I26_15_03.png,Denoising,KADID-10k/images/I26.png,2.5 KADID-10k/images/I26_15_04.png,Denoising,KADID-10k/images/I26.png,2.07 KADID-10k/images/I26_15_05.png,Denoising,KADID-10k/images/I26.png,1.47 KADID-10k/images/I26_16_01.png,Brighten,KADID-10k/images/I26.png,4.83 KADID-10k/images/I26_16_02.png,Brighten,KADID-10k/images/I26.png,4.3 KADID-10k/images/I26_16_03.png,Brighten,KADID-10k/images/I26.png,3.57 KADID-10k/images/I26_16_04.png,Brighten,KADID-10k/images/I26.png,2.93 KADID-10k/images/I26_16_05.png,Brighten,KADID-10k/images/I26.png,1.97 KADID-10k/images/I26_17_01.png,Darken,KADID-10k/images/I26.png,4.5 KADID-10k/images/I26_17_02.png,Darken,KADID-10k/images/I26.png,4.37 KADID-10k/images/I26_17_03.png,Darken,KADID-10k/images/I26.png,4 KADID-10k/images/I26_17_04.png,Darken,KADID-10k/images/I26.png,3.37 KADID-10k/images/I26_17_05.png,Darken,KADID-10k/images/I26.png,1.77 KADID-10k/images/I26_18_01.png,Mean_Shift,KADID-10k/images/I26.png,4.5 KADID-10k/images/I26_18_02.png,Mean_Shift,KADID-10k/images/I26.png,4.57 KADID-10k/images/I26_18_03.png,Mean_Shift,KADID-10k/images/I26.png,4.74 KADID-10k/images/I26_18_04.png,Mean_Shift,KADID-10k/images/I26.png,4.23 KADID-10k/images/I26_18_05.png,Mean_Shift,KADID-10k/images/I26.png,3.87 KADID-10k/images/I26_19_01.png,Jitter,KADID-10k/images/I26.png,4.27 KADID-10k/images/I26_19_02.png,Jitter,KADID-10k/images/I26.png,3.6 KADID-10k/images/I26_19_03.png,Jitter,KADID-10k/images/I26.png,2.87 KADID-10k/images/I26_19_04.png,Jitter,KADID-10k/images/I26.png,1.77 KADID-10k/images/I26_19_05.png,Jitter,KADID-10k/images/I26.png,1.1 KADID-10k/images/I26_20_01.png,Non-eccentricity_patch,KADID-10k/images/I26.png,4.23 KADID-10k/images/I26_20_02.png,Non-eccentricity_patch,KADID-10k/images/I26.png,3.9 KADID-10k/images/I26_20_03.png,Non-eccentricity_patch,KADID-10k/images/I26.png,4.2 KADID-10k/images/I26_20_04.png,Non-eccentricity_patch,KADID-10k/images/I26.png,3.87 KADID-10k/images/I26_20_05.png,Non-eccentricity_patch,KADID-10k/images/I26.png,3.57 KADID-10k/images/I26_21_01.png,Pixelate,KADID-10k/images/I26.png,3.1 KADID-10k/images/I26_21_02.png,Pixelate,KADID-10k/images/I26.png,2.57 KADID-10k/images/I26_21_03.png,Pixelate,KADID-10k/images/I26.png,2.43 KADID-10k/images/I26_21_04.png,Pixelate,KADID-10k/images/I26.png,2.57 KADID-10k/images/I26_21_05.png,Pixelate,KADID-10k/images/I26.png,1.43 KADID-10k/images/I26_22_01.png,Quantization,KADID-10k/images/I26.png,4.35 KADID-10k/images/I26_22_02.png,Quantization,KADID-10k/images/I26.png,4.47 KADID-10k/images/I26_22_03.png,Quantization,KADID-10k/images/I26.png,4 KADID-10k/images/I26_22_04.png,Quantization,KADID-10k/images/I26.png,3.8 KADID-10k/images/I26_22_05.png,Quantization,KADID-10k/images/I26.png,2.5 KADID-10k/images/I26_23_01.png,Color_Block,KADID-10k/images/I26.png,2.47 KADID-10k/images/I26_23_02.png,Color_Block,KADID-10k/images/I26.png,2.2 KADID-10k/images/I26_23_03.png,Color_Block,KADID-10k/images/I26.png,2.67 KADID-10k/images/I26_23_04.png,Color_Block,KADID-10k/images/I26.png,2.53 KADID-10k/images/I26_23_05.png,Color_Block,KADID-10k/images/I26.png,1.8 KADID-10k/images/I26_24_01.png,High_Sharpen,KADID-10k/images/I26.png,3.6 KADID-10k/images/I26_24_02.png,High_Sharpen,KADID-10k/images/I26.png,2.81 KADID-10k/images/I26_24_03.png,High_Sharpen,KADID-10k/images/I26.png,2.2 KADID-10k/images/I26_24_04.png,High_Sharpen,KADID-10k/images/I26.png,1.53 KADID-10k/images/I26_24_05.png,High_Sharpen,KADID-10k/images/I26.png,1.43 KADID-10k/images/I26_25_01.png,Contrast Dist.,KADID-10k/images/I26.png,3.07 KADID-10k/images/I26_25_02.png,Contrast Dist.,KADID-10k/images/I26.png,3.7 KADID-10k/images/I26_25_03.png,Contrast Dist.,KADID-10k/images/I26.png,4.37 KADID-10k/images/I26_25_04.png,Contrast Dist.,KADID-10k/images/I26.png,4 KADID-10k/images/I26_25_05.png,Contrast Dist.,KADID-10k/images/I26.png,3.03 KADID-10k/images/I27_01_01.png,GBLUR,KADID-10k/images/I27.png,4.53 KADID-10k/images/I27_01_02.png,GBLUR,KADID-10k/images/I27.png,4.17 KADID-10k/images/I27_01_03.png,GBLUR,KADID-10k/images/I27.png,2.4 KADID-10k/images/I27_01_04.png,GBLUR,KADID-10k/images/I27.png,1.67 KADID-10k/images/I27_01_05.png,GBLUR,KADID-10k/images/I27.png,1.2 KADID-10k/images/I27_02_01.png,Lens_Blur,KADID-10k/images/I27.png,3.53 KADID-10k/images/I27_02_02.png,Lens_Blur,KADID-10k/images/I27.png,2.1 KADID-10k/images/I27_02_03.png,Lens_Blur,KADID-10k/images/I27.png,1.7 KADID-10k/images/I27_02_04.png,Lens_Blur,KADID-10k/images/I27.png,1.33 KADID-10k/images/I27_02_05.png,Lens_Blur,KADID-10k/images/I27.png,1.17 KADID-10k/images/I27_03_01.png,Motion_Blur,KADID-10k/images/I27.png,4.4 KADID-10k/images/I27_03_02.png,Motion_Blur,KADID-10k/images/I27.png,3.27 KADID-10k/images/I27_03_03.png,Motion_Blur,KADID-10k/images/I27.png,2.5 KADID-10k/images/I27_03_04.png,Motion_Blur,KADID-10k/images/I27.png,1.5 KADID-10k/images/I27_03_05.png,Motion_Blur,KADID-10k/images/I27.png,1.67 KADID-10k/images/I27_04_01.png,Color_Diffusion,KADID-10k/images/I27.png,4.1 KADID-10k/images/I27_04_02.png,Color_Diffusion,KADID-10k/images/I27.png,2.27 KADID-10k/images/I27_04_03.png,Color_Diffusion,KADID-10k/images/I27.png,1.77 KADID-10k/images/I27_04_04.png,Color_Diffusion,KADID-10k/images/I27.png,1.17 KADID-10k/images/I27_04_05.png,Color_Diffusion,KADID-10k/images/I27.png,1.27 KADID-10k/images/I27_05_01.png,Color_Shift,KADID-10k/images/I27.png,4 KADID-10k/images/I27_05_02.png,Color_Shift,KADID-10k/images/I27.png,1.93 KADID-10k/images/I27_05_03.png,Color_Shift,KADID-10k/images/I27.png,1.57 KADID-10k/images/I27_05_04.png,Color_Shift,KADID-10k/images/I27.png,1.63 KADID-10k/images/I27_05_05.png,Color_Shift,KADID-10k/images/I27.png,1.37 KADID-10k/images/I27_06_01.png,Color_Quantization,KADID-10k/images/I27.png,4.37 KADID-10k/images/I27_06_02.png,Color_Quantization,KADID-10k/images/I27.png,4.1 KADID-10k/images/I27_06_03.png,Color_Quantization,KADID-10k/images/I27.png,3.53 KADID-10k/images/I27_06_04.png,Color_Quantization,KADID-10k/images/I27.png,3.17 KADID-10k/images/I27_06_05.png,Color_Quantization,KADID-10k/images/I27.png,2.17 KADID-10k/images/I27_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I27.png,2.4 KADID-10k/images/I27_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I27.png,2 KADID-10k/images/I27_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I27.png,1.67 KADID-10k/images/I27_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I27.png,2 KADID-10k/images/I27_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I27.png,1.7 KADID-10k/images/I27_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I27.png,4.43 KADID-10k/images/I27_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I27.png,3.13 KADID-10k/images/I27_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I27.png,2.33 KADID-10k/images/I27_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I27.png,1.5 KADID-10k/images/I27_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I27.png,1.5 KADID-10k/images/I27_09_01.png,JP2K,KADID-10k/images/I27.png,4.47 KADID-10k/images/I27_09_02.png,JP2K,KADID-10k/images/I27.png,4.23 KADID-10k/images/I27_09_03.png,JP2K,KADID-10k/images/I27.png,4.27 KADID-10k/images/I27_09_04.png,JP2K,KADID-10k/images/I27.png,2.37 KADID-10k/images/I27_09_05.png,JP2K,KADID-10k/images/I27.png,1.17 KADID-10k/images/I27_10_01.png,JPEG,KADID-10k/images/I27.png,3.97 KADID-10k/images/I27_10_02.png,JPEG,KADID-10k/images/I27.png,3.9 KADID-10k/images/I27_10_03.png,JPEG,KADID-10k/images/I27.png,3.57 KADID-10k/images/I27_10_04.png,JPEG,KADID-10k/images/I27.png,1.67 KADID-10k/images/I27_10_05.png,JPEG,KADID-10k/images/I27.png,1.47 KADID-10k/images/I27_11_01.png,AWGN,KADID-10k/images/I27.png,3.23 KADID-10k/images/I27_11_02.png,AWGN,KADID-10k/images/I27.png,3 KADID-10k/images/I27_11_03.png,AWGN,KADID-10k/images/I27.png,2.63 KADID-10k/images/I27_11_04.png,AWGN,KADID-10k/images/I27.png,2.33 KADID-10k/images/I27_11_05.png,AWGN,KADID-10k/images/I27.png,1.87 KADID-10k/images/I27_12_01.png,AWGN_YCbCr,KADID-10k/images/I27.png,4.23 KADID-10k/images/I27_12_02.png,AWGN_YCbCr,KADID-10k/images/I27.png,3.2 KADID-10k/images/I27_12_03.png,AWGN_YCbCr,KADID-10k/images/I27.png,2.63 KADID-10k/images/I27_12_04.png,AWGN_YCbCr,KADID-10k/images/I27.png,2.3 KADID-10k/images/I27_12_05.png,AWGN_YCbCr,KADID-10k/images/I27.png,1.97 KADID-10k/images/I27_13_01.png,Impulse_Noise,KADID-10k/images/I27.png,3.73 KADID-10k/images/I27_13_02.png,Impulse_Noise,KADID-10k/images/I27.png,3 KADID-10k/images/I27_13_03.png,Impulse_Noise,KADID-10k/images/I27.png,2.63 KADID-10k/images/I27_13_04.png,Impulse_Noise,KADID-10k/images/I27.png,2.3 KADID-10k/images/I27_13_05.png,Impulse_Noise,KADID-10k/images/I27.png,2.1 KADID-10k/images/I27_14_01.png,Multiplicative_Noise,KADID-10k/images/I27.png,3.67 KADID-10k/images/I27_14_02.png,Multiplicative_Noise,KADID-10k/images/I27.png,2.97 KADID-10k/images/I27_14_03.png,Multiplicative_Noise,KADID-10k/images/I27.png,2.16 KADID-10k/images/I27_14_04.png,Multiplicative_Noise,KADID-10k/images/I27.png,2.1 KADID-10k/images/I27_14_05.png,Multiplicative_Noise,KADID-10k/images/I27.png,1.63 KADID-10k/images/I27_15_01.png,Denoising,KADID-10k/images/I27.png,3.77 KADID-10k/images/I27_15_02.png,Denoising,KADID-10k/images/I27.png,2.4 KADID-10k/images/I27_15_03.png,Denoising,KADID-10k/images/I27.png,2.13 KADID-10k/images/I27_15_04.png,Denoising,KADID-10k/images/I27.png,1.77 KADID-10k/images/I27_15_05.png,Denoising,KADID-10k/images/I27.png,1.52 KADID-10k/images/I27_16_01.png,Brighten,KADID-10k/images/I27.png,4.27 KADID-10k/images/I27_16_02.png,Brighten,KADID-10k/images/I27.png,3.7 KADID-10k/images/I27_16_03.png,Brighten,KADID-10k/images/I27.png,2.77 KADID-10k/images/I27_16_04.png,Brighten,KADID-10k/images/I27.png,1.8 KADID-10k/images/I27_16_05.png,Brighten,KADID-10k/images/I27.png,1.47 KADID-10k/images/I27_17_01.png,Darken,KADID-10k/images/I27.png,4.57 KADID-10k/images/I27_17_02.png,Darken,KADID-10k/images/I27.png,4.43 KADID-10k/images/I27_17_03.png,Darken,KADID-10k/images/I27.png,3.97 KADID-10k/images/I27_17_04.png,Darken,KADID-10k/images/I27.png,3.8 KADID-10k/images/I27_17_05.png,Darken,KADID-10k/images/I27.png,3.23 KADID-10k/images/I27_18_01.png,Mean_Shift,KADID-10k/images/I27.png,3.6 KADID-10k/images/I27_18_02.png,Mean_Shift,KADID-10k/images/I27.png,4.03 KADID-10k/images/I27_18_03.png,Mean_Shift,KADID-10k/images/I27.png,4.57 KADID-10k/images/I27_18_04.png,Mean_Shift,KADID-10k/images/I27.png,4.53 KADID-10k/images/I27_18_05.png,Mean_Shift,KADID-10k/images/I27.png,4.03 KADID-10k/images/I27_19_01.png,Jitter,KADID-10k/images/I27.png,4.03 KADID-10k/images/I27_19_02.png,Jitter,KADID-10k/images/I27.png,3.8 KADID-10k/images/I27_19_03.png,Jitter,KADID-10k/images/I27.png,2.5 KADID-10k/images/I27_19_04.png,Jitter,KADID-10k/images/I27.png,1.53 KADID-10k/images/I27_19_05.png,Jitter,KADID-10k/images/I27.png,1.1 KADID-10k/images/I27_20_01.png,Non-eccentricity_patch,KADID-10k/images/I27.png,4.53 KADID-10k/images/I27_20_02.png,Non-eccentricity_patch,KADID-10k/images/I27.png,2.77 KADID-10k/images/I27_20_03.png,Non-eccentricity_patch,KADID-10k/images/I27.png,3.47 KADID-10k/images/I27_20_04.png,Non-eccentricity_patch,KADID-10k/images/I27.png,2.23 KADID-10k/images/I27_20_05.png,Non-eccentricity_patch,KADID-10k/images/I27.png,2.47 KADID-10k/images/I27_21_01.png,Pixelate,KADID-10k/images/I27.png,3.47 KADID-10k/images/I27_21_02.png,Pixelate,KADID-10k/images/I27.png,2.13 KADID-10k/images/I27_21_03.png,Pixelate,KADID-10k/images/I27.png,2.37 KADID-10k/images/I27_21_04.png,Pixelate,KADID-10k/images/I27.png,1.84 KADID-10k/images/I27_21_05.png,Pixelate,KADID-10k/images/I27.png,1.17 KADID-10k/images/I27_22_01.png,Quantization,KADID-10k/images/I27.png,3.9 KADID-10k/images/I27_22_02.png,Quantization,KADID-10k/images/I27.png,3.7 KADID-10k/images/I27_22_03.png,Quantization,KADID-10k/images/I27.png,3.4 KADID-10k/images/I27_22_04.png,Quantization,KADID-10k/images/I27.png,2.2 KADID-10k/images/I27_22_05.png,Quantization,KADID-10k/images/I27.png,1.97 KADID-10k/images/I27_23_01.png,Color_Block,KADID-10k/images/I27.png,2.53 KADID-10k/images/I27_23_02.png,Color_Block,KADID-10k/images/I27.png,2.4 KADID-10k/images/I27_23_03.png,Color_Block,KADID-10k/images/I27.png,2.47 KADID-10k/images/I27_23_04.png,Color_Block,KADID-10k/images/I27.png,2.33 KADID-10k/images/I27_23_05.png,Color_Block,KADID-10k/images/I27.png,2.13 KADID-10k/images/I27_24_01.png,High_Sharpen,KADID-10k/images/I27.png,2.83 KADID-10k/images/I27_24_02.png,High_Sharpen,KADID-10k/images/I27.png,2.1 KADID-10k/images/I27_24_03.png,High_Sharpen,KADID-10k/images/I27.png,1.67 KADID-10k/images/I27_24_04.png,High_Sharpen,KADID-10k/images/I27.png,1.37 KADID-10k/images/I27_24_05.png,High_Sharpen,KADID-10k/images/I27.png,1.13 KADID-10k/images/I27_25_01.png,Contrast Dist.,KADID-10k/images/I27.png,3.23 KADID-10k/images/I27_25_02.png,Contrast Dist.,KADID-10k/images/I27.png,3.73 KADID-10k/images/I27_25_03.png,Contrast Dist.,KADID-10k/images/I27.png,4.03 KADID-10k/images/I27_25_04.png,Contrast Dist.,KADID-10k/images/I27.png,4 KADID-10k/images/I27_25_05.png,Contrast Dist.,KADID-10k/images/I27.png,3.07 KADID-10k/images/I28_01_01.png,GBLUR,KADID-10k/images/I28.png,4.57 KADID-10k/images/I28_01_02.png,GBLUR,KADID-10k/images/I28.png,4.68 KADID-10k/images/I28_01_03.png,GBLUR,KADID-10k/images/I28.png,4 KADID-10k/images/I28_01_04.png,GBLUR,KADID-10k/images/I28.png,2.19 KADID-10k/images/I28_01_05.png,GBLUR,KADID-10k/images/I28.png,1.37 KADID-10k/images/I28_02_01.png,Lens_Blur,KADID-10k/images/I28.png,4.23 KADID-10k/images/I28_02_02.png,Lens_Blur,KADID-10k/images/I28.png,3.2 KADID-10k/images/I28_02_03.png,Lens_Blur,KADID-10k/images/I28.png,1.93 KADID-10k/images/I28_02_04.png,Lens_Blur,KADID-10k/images/I28.png,1.67 KADID-10k/images/I28_02_05.png,Lens_Blur,KADID-10k/images/I28.png,1.57 KADID-10k/images/I28_03_01.png,Motion_Blur,KADID-10k/images/I28.png,4.47 KADID-10k/images/I28_03_02.png,Motion_Blur,KADID-10k/images/I28.png,4.43 KADID-10k/images/I28_03_03.png,Motion_Blur,KADID-10k/images/I28.png,3.9 KADID-10k/images/I28_03_04.png,Motion_Blur,KADID-10k/images/I28.png,2.73 KADID-10k/images/I28_03_05.png,Motion_Blur,KADID-10k/images/I28.png,2.17 KADID-10k/images/I28_04_01.png,Color_Diffusion,KADID-10k/images/I28.png,4.17 KADID-10k/images/I28_04_02.png,Color_Diffusion,KADID-10k/images/I28.png,2.43 KADID-10k/images/I28_04_03.png,Color_Diffusion,KADID-10k/images/I28.png,1.5 KADID-10k/images/I28_04_04.png,Color_Diffusion,KADID-10k/images/I28.png,1.33 KADID-10k/images/I28_04_05.png,Color_Diffusion,KADID-10k/images/I28.png,1.07 KADID-10k/images/I28_05_01.png,Color_Shift,KADID-10k/images/I28.png,4.33 KADID-10k/images/I28_05_02.png,Color_Shift,KADID-10k/images/I28.png,3.27 KADID-10k/images/I28_05_03.png,Color_Shift,KADID-10k/images/I28.png,3.43 KADID-10k/images/I28_05_04.png,Color_Shift,KADID-10k/images/I28.png,3.1 KADID-10k/images/I28_05_05.png,Color_Shift,KADID-10k/images/I28.png,3 KADID-10k/images/I28_06_01.png,Color_Quantization,KADID-10k/images/I28.png,3.73 KADID-10k/images/I28_06_02.png,Color_Quantization,KADID-10k/images/I28.png,3.6 KADID-10k/images/I28_06_03.png,Color_Quantization,KADID-10k/images/I28.png,3.55 KADID-10k/images/I28_06_04.png,Color_Quantization,KADID-10k/images/I28.png,3.4 KADID-10k/images/I28_06_05.png,Color_Quantization,KADID-10k/images/I28.png,2.47 KADID-10k/images/I28_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I28.png,2.47 KADID-10k/images/I28_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I28.png,2.4 KADID-10k/images/I28_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I28.png,1.93 KADID-10k/images/I28_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I28.png,1.87 KADID-10k/images/I28_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I28.png,2 KADID-10k/images/I28_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I28.png,4.73 KADID-10k/images/I28_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I28.png,3.53 KADID-10k/images/I28_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I28.png,2.47 KADID-10k/images/I28_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I28.png,1.57 KADID-10k/images/I28_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I28.png,1.4 KADID-10k/images/I28_09_01.png,JP2K,KADID-10k/images/I28.png,4.4 KADID-10k/images/I28_09_02.png,JP2K,KADID-10k/images/I28.png,4.23 KADID-10k/images/I28_09_03.png,JP2K,KADID-10k/images/I28.png,4.47 KADID-10k/images/I28_09_04.png,JP2K,KADID-10k/images/I28.png,3 KADID-10k/images/I28_09_05.png,JP2K,KADID-10k/images/I28.png,1.4 KADID-10k/images/I28_10_01.png,JPEG,KADID-10k/images/I28.png,4.23 KADID-10k/images/I28_10_02.png,JPEG,KADID-10k/images/I28.png,4.13 KADID-10k/images/I28_10_03.png,JPEG,KADID-10k/images/I28.png,3.8 KADID-10k/images/I28_10_04.png,JPEG,KADID-10k/images/I28.png,2.03 KADID-10k/images/I28_10_05.png,JPEG,KADID-10k/images/I28.png,1.3 KADID-10k/images/I28_11_01.png,AWGN,KADID-10k/images/I28.png,4.1 KADID-10k/images/I28_11_02.png,AWGN,KADID-10k/images/I28.png,3.47 KADID-10k/images/I28_11_03.png,AWGN,KADID-10k/images/I28.png,2.93 KADID-10k/images/I28_11_04.png,AWGN,KADID-10k/images/I28.png,2.7 KADID-10k/images/I28_11_05.png,AWGN,KADID-10k/images/I28.png,2.33 KADID-10k/images/I28_12_01.png,AWGN_YCbCr,KADID-10k/images/I28.png,4.47 KADID-10k/images/I28_12_02.png,AWGN_YCbCr,KADID-10k/images/I28.png,3.6 KADID-10k/images/I28_12_03.png,AWGN_YCbCr,KADID-10k/images/I28.png,3.2 KADID-10k/images/I28_12_04.png,AWGN_YCbCr,KADID-10k/images/I28.png,2.67 KADID-10k/images/I28_12_05.png,AWGN_YCbCr,KADID-10k/images/I28.png,2.5 KADID-10k/images/I28_13_01.png,Impulse_Noise,KADID-10k/images/I28.png,3.13 KADID-10k/images/I28_13_02.png,Impulse_Noise,KADID-10k/images/I28.png,2.83 KADID-10k/images/I28_13_03.png,Impulse_Noise,KADID-10k/images/I28.png,2.6 KADID-10k/images/I28_13_04.png,Impulse_Noise,KADID-10k/images/I28.png,1.97 KADID-10k/images/I28_13_05.png,Impulse_Noise,KADID-10k/images/I28.png,2.17 KADID-10k/images/I28_14_01.png,Multiplicative_Noise,KADID-10k/images/I28.png,4.57 KADID-10k/images/I28_14_02.png,Multiplicative_Noise,KADID-10k/images/I28.png,3.97 KADID-10k/images/I28_14_03.png,Multiplicative_Noise,KADID-10k/images/I28.png,3.37 KADID-10k/images/I28_14_04.png,Multiplicative_Noise,KADID-10k/images/I28.png,2.73 KADID-10k/images/I28_14_05.png,Multiplicative_Noise,KADID-10k/images/I28.png,2.43 KADID-10k/images/I28_15_01.png,Denoising,KADID-10k/images/I28.png,3.53 KADID-10k/images/I28_15_02.png,Denoising,KADID-10k/images/I28.png,3.13 KADID-10k/images/I28_15_03.png,Denoising,KADID-10k/images/I28.png,2.27 KADID-10k/images/I28_15_04.png,Denoising,KADID-10k/images/I28.png,1.77 KADID-10k/images/I28_15_05.png,Denoising,KADID-10k/images/I28.png,1.57 KADID-10k/images/I28_16_01.png,Brighten,KADID-10k/images/I28.png,4.63 KADID-10k/images/I28_16_02.png,Brighten,KADID-10k/images/I28.png,4.53 KADID-10k/images/I28_16_03.png,Brighten,KADID-10k/images/I28.png,4.23 KADID-10k/images/I28_16_04.png,Brighten,KADID-10k/images/I28.png,3.1 KADID-10k/images/I28_16_05.png,Brighten,KADID-10k/images/I28.png,2.3 KADID-10k/images/I28_17_01.png,Darken,KADID-10k/images/I28.png,4.77 KADID-10k/images/I28_17_02.png,Darken,KADID-10k/images/I28.png,4.57 KADID-10k/images/I28_17_03.png,Darken,KADID-10k/images/I28.png,4.2 KADID-10k/images/I28_17_04.png,Darken,KADID-10k/images/I28.png,3.53 KADID-10k/images/I28_17_05.png,Darken,KADID-10k/images/I28.png,2 KADID-10k/images/I28_18_01.png,Mean_Shift,KADID-10k/images/I28.png,4.37 KADID-10k/images/I28_18_02.png,Mean_Shift,KADID-10k/images/I28.png,4.6 KADID-10k/images/I28_18_03.png,Mean_Shift,KADID-10k/images/I28.png,4.23 KADID-10k/images/I28_18_04.png,Mean_Shift,KADID-10k/images/I28.png,4.53 KADID-10k/images/I28_18_05.png,Mean_Shift,KADID-10k/images/I28.png,4.23 KADID-10k/images/I28_19_01.png,Jitter,KADID-10k/images/I28.png,4.5 KADID-10k/images/I28_19_02.png,Jitter,KADID-10k/images/I28.png,4.43 KADID-10k/images/I28_19_03.png,Jitter,KADID-10k/images/I28.png,3.77 KADID-10k/images/I28_19_04.png,Jitter,KADID-10k/images/I28.png,2.23 KADID-10k/images/I28_19_05.png,Jitter,KADID-10k/images/I28.png,1.53 KADID-10k/images/I28_20_01.png,Non-eccentricity_patch,KADID-10k/images/I28.png,4.23 KADID-10k/images/I28_20_02.png,Non-eccentricity_patch,KADID-10k/images/I28.png,3.5 KADID-10k/images/I28_20_03.png,Non-eccentricity_patch,KADID-10k/images/I28.png,3.37 KADID-10k/images/I28_20_04.png,Non-eccentricity_patch,KADID-10k/images/I28.png,3.13 KADID-10k/images/I28_20_05.png,Non-eccentricity_patch,KADID-10k/images/I28.png,2.93 KADID-10k/images/I28_21_01.png,Pixelate,KADID-10k/images/I28.png,4 KADID-10k/images/I28_21_02.png,Pixelate,KADID-10k/images/I28.png,3.57 KADID-10k/images/I28_21_03.png,Pixelate,KADID-10k/images/I28.png,3.23 KADID-10k/images/I28_21_04.png,Pixelate,KADID-10k/images/I28.png,3.07 KADID-10k/images/I28_21_05.png,Pixelate,KADID-10k/images/I28.png,1.77 KADID-10k/images/I28_22_01.png,Quantization,KADID-10k/images/I28.png,4.2 KADID-10k/images/I28_22_02.png,Quantization,KADID-10k/images/I28.png,3.53 KADID-10k/images/I28_22_03.png,Quantization,KADID-10k/images/I28.png,3.67 KADID-10k/images/I28_22_04.png,Quantization,KADID-10k/images/I28.png,2.93 KADID-10k/images/I28_22_05.png,Quantization,KADID-10k/images/I28.png,2.3 KADID-10k/images/I28_23_01.png,Color_Block,KADID-10k/images/I28.png,3.3 KADID-10k/images/I28_23_02.png,Color_Block,KADID-10k/images/I28.png,2.03 KADID-10k/images/I28_23_03.png,Color_Block,KADID-10k/images/I28.png,2.69 KADID-10k/images/I28_23_04.png,Color_Block,KADID-10k/images/I28.png,2.27 KADID-10k/images/I28_23_05.png,Color_Block,KADID-10k/images/I28.png,2.03 KADID-10k/images/I28_24_01.png,High_Sharpen,KADID-10k/images/I28.png,4.2 KADID-10k/images/I28_24_02.png,High_Sharpen,KADID-10k/images/I28.png,3 KADID-10k/images/I28_24_03.png,High_Sharpen,KADID-10k/images/I28.png,2.87 KADID-10k/images/I28_24_04.png,High_Sharpen,KADID-10k/images/I28.png,2.13 KADID-10k/images/I28_24_05.png,High_Sharpen,KADID-10k/images/I28.png,1.6 KADID-10k/images/I28_25_01.png,Contrast Dist.,KADID-10k/images/I28.png,3.48 KADID-10k/images/I28_25_02.png,Contrast Dist.,KADID-10k/images/I28.png,4.13 KADID-10k/images/I28_25_03.png,Contrast Dist.,KADID-10k/images/I28.png,4.43 KADID-10k/images/I28_25_04.png,Contrast Dist.,KADID-10k/images/I28.png,4.4 KADID-10k/images/I28_25_05.png,Contrast Dist.,KADID-10k/images/I28.png,3.73 KADID-10k/images/I29_01_01.png,GBLUR,KADID-10k/images/I29.png,4.73 KADID-10k/images/I29_01_02.png,GBLUR,KADID-10k/images/I29.png,4.4 KADID-10k/images/I29_01_03.png,GBLUR,KADID-10k/images/I29.png,3.47 KADID-10k/images/I29_01_04.png,GBLUR,KADID-10k/images/I29.png,1.87 KADID-10k/images/I29_01_05.png,GBLUR,KADID-10k/images/I29.png,1.23 KADID-10k/images/I29_02_01.png,Lens_Blur,KADID-10k/images/I29.png,4.2 KADID-10k/images/I29_02_02.png,Lens_Blur,KADID-10k/images/I29.png,3.13 KADID-10k/images/I29_02_03.png,Lens_Blur,KADID-10k/images/I29.png,1.73 KADID-10k/images/I29_02_04.png,Lens_Blur,KADID-10k/images/I29.png,1.33 KADID-10k/images/I29_02_05.png,Lens_Blur,KADID-10k/images/I29.png,1.17 KADID-10k/images/I29_03_01.png,Motion_Blur,KADID-10k/images/I29.png,4.77 KADID-10k/images/I29_03_02.png,Motion_Blur,KADID-10k/images/I29.png,4.4 KADID-10k/images/I29_03_03.png,Motion_Blur,KADID-10k/images/I29.png,3.5 KADID-10k/images/I29_03_04.png,Motion_Blur,KADID-10k/images/I29.png,2.33 KADID-10k/images/I29_03_05.png,Motion_Blur,KADID-10k/images/I29.png,2.03 KADID-10k/images/I29_04_01.png,Color_Diffusion,KADID-10k/images/I29.png,4.5 KADID-10k/images/I29_04_02.png,Color_Diffusion,KADID-10k/images/I29.png,1.97 KADID-10k/images/I29_04_03.png,Color_Diffusion,KADID-10k/images/I29.png,1.27 KADID-10k/images/I29_04_04.png,Color_Diffusion,KADID-10k/images/I29.png,1.17 KADID-10k/images/I29_04_05.png,Color_Diffusion,KADID-10k/images/I29.png,1.03 KADID-10k/images/I29_05_01.png,Color_Shift,KADID-10k/images/I29.png,4.13 KADID-10k/images/I29_05_02.png,Color_Shift,KADID-10k/images/I29.png,2.87 KADID-10k/images/I29_05_03.png,Color_Shift,KADID-10k/images/I29.png,1.73 KADID-10k/images/I29_05_04.png,Color_Shift,KADID-10k/images/I29.png,1.57 KADID-10k/images/I29_05_05.png,Color_Shift,KADID-10k/images/I29.png,1.63 KADID-10k/images/I29_06_01.png,Color_Quantization,KADID-10k/images/I29.png,3.83 KADID-10k/images/I29_06_02.png,Color_Quantization,KADID-10k/images/I29.png,3.47 KADID-10k/images/I29_06_03.png,Color_Quantization,KADID-10k/images/I29.png,3.47 KADID-10k/images/I29_06_04.png,Color_Quantization,KADID-10k/images/I29.png,3.1 KADID-10k/images/I29_06_05.png,Color_Quantization,KADID-10k/images/I29.png,2.87 KADID-10k/images/I29_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I29.png,2.6 KADID-10k/images/I29_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I29.png,2.2 KADID-10k/images/I29_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I29.png,2.37 KADID-10k/images/I29_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I29.png,2.43 KADID-10k/images/I29_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I29.png,1.93 KADID-10k/images/I29_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I29.png,4.57 KADID-10k/images/I29_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I29.png,2.77 KADID-10k/images/I29_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I29.png,1.93 KADID-10k/images/I29_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I29.png,1.3 KADID-10k/images/I29_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I29.png,1.13 KADID-10k/images/I29_09_01.png,JP2K,KADID-10k/images/I29.png,4.67 KADID-10k/images/I29_09_02.png,JP2K,KADID-10k/images/I29.png,4.77 KADID-10k/images/I29_09_03.png,JP2K,KADID-10k/images/I29.png,4.57 KADID-10k/images/I29_09_04.png,JP2K,KADID-10k/images/I29.png,4.23 KADID-10k/images/I29_09_05.png,JP2K,KADID-10k/images/I29.png,2.73 KADID-10k/images/I29_10_01.png,JPEG,KADID-10k/images/I29.png,4.53 KADID-10k/images/I29_10_02.png,JPEG,KADID-10k/images/I29.png,4.33 KADID-10k/images/I29_10_03.png,JPEG,KADID-10k/images/I29.png,3.63 KADID-10k/images/I29_10_04.png,JPEG,KADID-10k/images/I29.png,2 KADID-10k/images/I29_10_05.png,JPEG,KADID-10k/images/I29.png,1.3 KADID-10k/images/I29_11_01.png,AWGN,KADID-10k/images/I29.png,3.8 KADID-10k/images/I29_11_02.png,AWGN,KADID-10k/images/I29.png,3.37 KADID-10k/images/I29_11_03.png,AWGN,KADID-10k/images/I29.png,3.2 KADID-10k/images/I29_11_04.png,AWGN,KADID-10k/images/I29.png,2.9 KADID-10k/images/I29_11_05.png,AWGN,KADID-10k/images/I29.png,2.37 KADID-10k/images/I29_12_01.png,AWGN_YCbCr,KADID-10k/images/I29.png,4.57 KADID-10k/images/I29_12_02.png,AWGN_YCbCr,KADID-10k/images/I29.png,3.87 KADID-10k/images/I29_12_03.png,AWGN_YCbCr,KADID-10k/images/I29.png,3.33 KADID-10k/images/I29_12_04.png,AWGN_YCbCr,KADID-10k/images/I29.png,2.67 KADID-10k/images/I29_12_05.png,AWGN_YCbCr,KADID-10k/images/I29.png,2.23 KADID-10k/images/I29_13_01.png,Impulse_Noise,KADID-10k/images/I29.png,3.23 KADID-10k/images/I29_13_02.png,Impulse_Noise,KADID-10k/images/I29.png,2.83 KADID-10k/images/I29_13_03.png,Impulse_Noise,KADID-10k/images/I29.png,2.63 KADID-10k/images/I29_13_04.png,Impulse_Noise,KADID-10k/images/I29.png,2.27 KADID-10k/images/I29_13_05.png,Impulse_Noise,KADID-10k/images/I29.png,2.07 KADID-10k/images/I29_14_01.png,Multiplicative_Noise,KADID-10k/images/I29.png,4.63 KADID-10k/images/I29_14_02.png,Multiplicative_Noise,KADID-10k/images/I29.png,4.43 KADID-10k/images/I29_14_03.png,Multiplicative_Noise,KADID-10k/images/I29.png,3.7 KADID-10k/images/I29_14_04.png,Multiplicative_Noise,KADID-10k/images/I29.png,3.07 KADID-10k/images/I29_14_05.png,Multiplicative_Noise,KADID-10k/images/I29.png,2.17 KADID-10k/images/I29_15_01.png,Denoising,KADID-10k/images/I29.png,3.87 KADID-10k/images/I29_15_02.png,Denoising,KADID-10k/images/I29.png,2.73 KADID-10k/images/I29_15_03.png,Denoising,KADID-10k/images/I29.png,2.3 KADID-10k/images/I29_15_04.png,Denoising,KADID-10k/images/I29.png,1.67 KADID-10k/images/I29_15_05.png,Denoising,KADID-10k/images/I29.png,1.58 KADID-10k/images/I29_16_01.png,Brighten,KADID-10k/images/I29.png,4.6 KADID-10k/images/I29_16_02.png,Brighten,KADID-10k/images/I29.png,4.4 KADID-10k/images/I29_16_03.png,Brighten,KADID-10k/images/I29.png,3.57 KADID-10k/images/I29_16_04.png,Brighten,KADID-10k/images/I29.png,2.97 KADID-10k/images/I29_16_05.png,Brighten,KADID-10k/images/I29.png,1.87 KADID-10k/images/I29_17_01.png,Darken,KADID-10k/images/I29.png,4.77 KADID-10k/images/I29_17_02.png,Darken,KADID-10k/images/I29.png,4.57 KADID-10k/images/I29_17_03.png,Darken,KADID-10k/images/I29.png,4.3 KADID-10k/images/I29_17_04.png,Darken,KADID-10k/images/I29.png,3.57 KADID-10k/images/I29_17_05.png,Darken,KADID-10k/images/I29.png,2.17 KADID-10k/images/I29_18_01.png,Mean_Shift,KADID-10k/images/I29.png,4.13 KADID-10k/images/I29_18_02.png,Mean_Shift,KADID-10k/images/I29.png,4.53 KADID-10k/images/I29_18_03.png,Mean_Shift,KADID-10k/images/I29.png,4.83 KADID-10k/images/I29_18_04.png,Mean_Shift,KADID-10k/images/I29.png,4.37 KADID-10k/images/I29_18_05.png,Mean_Shift,KADID-10k/images/I29.png,3.83 KADID-10k/images/I29_19_01.png,Jitter,KADID-10k/images/I29.png,4.71 KADID-10k/images/I29_19_02.png,Jitter,KADID-10k/images/I29.png,4.23 KADID-10k/images/I29_19_03.png,Jitter,KADID-10k/images/I29.png,4 KADID-10k/images/I29_19_04.png,Jitter,KADID-10k/images/I29.png,2.1 KADID-10k/images/I29_19_05.png,Jitter,KADID-10k/images/I29.png,1.27 KADID-10k/images/I29_20_01.png,Non-eccentricity_patch,KADID-10k/images/I29.png,4.53 KADID-10k/images/I29_20_02.png,Non-eccentricity_patch,KADID-10k/images/I29.png,2.37 KADID-10k/images/I29_20_03.png,Non-eccentricity_patch,KADID-10k/images/I29.png,3.03 KADID-10k/images/I29_20_04.png,Non-eccentricity_patch,KADID-10k/images/I29.png,2.3 KADID-10k/images/I29_20_05.png,Non-eccentricity_patch,KADID-10k/images/I29.png,4.03 KADID-10k/images/I29_21_01.png,Pixelate,KADID-10k/images/I29.png,3.9 KADID-10k/images/I29_21_02.png,Pixelate,KADID-10k/images/I29.png,3.4 KADID-10k/images/I29_21_03.png,Pixelate,KADID-10k/images/I29.png,3 KADID-10k/images/I29_21_04.png,Pixelate,KADID-10k/images/I29.png,3.4 KADID-10k/images/I29_21_05.png,Pixelate,KADID-10k/images/I29.png,1.8 KADID-10k/images/I29_22_01.png,Quantization,KADID-10k/images/I29.png,3.5 KADID-10k/images/I29_22_02.png,Quantization,KADID-10k/images/I29.png,2.73 KADID-10k/images/I29_22_03.png,Quantization,KADID-10k/images/I29.png,2.5 KADID-10k/images/I29_22_04.png,Quantization,KADID-10k/images/I29.png,2.47 KADID-10k/images/I29_22_05.png,Quantization,KADID-10k/images/I29.png,1.97 KADID-10k/images/I29_23_01.png,Color_Block,KADID-10k/images/I29.png,2.67 KADID-10k/images/I29_23_02.png,Color_Block,KADID-10k/images/I29.png,1.8 KADID-10k/images/I29_23_03.png,Color_Block,KADID-10k/images/I29.png,2.3 KADID-10k/images/I29_23_04.png,Color_Block,KADID-10k/images/I29.png,2.3 KADID-10k/images/I29_23_05.png,Color_Block,KADID-10k/images/I29.png,2.33 KADID-10k/images/I29_24_01.png,High_Sharpen,KADID-10k/images/I29.png,4 KADID-10k/images/I29_24_02.png,High_Sharpen,KADID-10k/images/I29.png,2.77 KADID-10k/images/I29_24_03.png,High_Sharpen,KADID-10k/images/I29.png,2.1 KADID-10k/images/I29_24_04.png,High_Sharpen,KADID-10k/images/I29.png,1.53 KADID-10k/images/I29_24_05.png,High_Sharpen,KADID-10k/images/I29.png,1.53 KADID-10k/images/I29_25_01.png,Contrast Dist.,KADID-10k/images/I29.png,3.2 KADID-10k/images/I29_25_02.png,Contrast Dist.,KADID-10k/images/I29.png,3.74 KADID-10k/images/I29_25_03.png,Contrast Dist.,KADID-10k/images/I29.png,4.17 KADID-10k/images/I29_25_04.png,Contrast Dist.,KADID-10k/images/I29.png,4.07 KADID-10k/images/I29_25_05.png,Contrast Dist.,KADID-10k/images/I29.png,2.63 KADID-10k/images/I30_01_01.png,GBLUR,KADID-10k/images/I30.png,4.6 KADID-10k/images/I30_01_02.png,GBLUR,KADID-10k/images/I30.png,4.6 KADID-10k/images/I30_01_03.png,GBLUR,KADID-10k/images/I30.png,3.93 KADID-10k/images/I30_01_04.png,GBLUR,KADID-10k/images/I30.png,2.63 KADID-10k/images/I30_01_05.png,GBLUR,KADID-10k/images/I30.png,1.26 KADID-10k/images/I30_02_01.png,Lens_Blur,KADID-10k/images/I30.png,4.67 KADID-10k/images/I30_02_02.png,Lens_Blur,KADID-10k/images/I30.png,3.71 KADID-10k/images/I30_02_03.png,Lens_Blur,KADID-10k/images/I30.png,2.2 KADID-10k/images/I30_02_04.png,Lens_Blur,KADID-10k/images/I30.png,1.77 KADID-10k/images/I30_02_05.png,Lens_Blur,KADID-10k/images/I30.png,1.5 KADID-10k/images/I30_03_01.png,Motion_Blur,KADID-10k/images/I30.png,4.67 KADID-10k/images/I30_03_02.png,Motion_Blur,KADID-10k/images/I30.png,4.7 KADID-10k/images/I30_03_03.png,Motion_Blur,KADID-10k/images/I30.png,3.7 KADID-10k/images/I30_03_04.png,Motion_Blur,KADID-10k/images/I30.png,3 KADID-10k/images/I30_03_05.png,Motion_Blur,KADID-10k/images/I30.png,2.33 KADID-10k/images/I30_04_01.png,Color_Diffusion,KADID-10k/images/I30.png,4.63 KADID-10k/images/I30_04_02.png,Color_Diffusion,KADID-10k/images/I30.png,3.3 KADID-10k/images/I30_04_03.png,Color_Diffusion,KADID-10k/images/I30.png,1.9 KADID-10k/images/I30_04_04.png,Color_Diffusion,KADID-10k/images/I30.png,1.5 KADID-10k/images/I30_04_05.png,Color_Diffusion,KADID-10k/images/I30.png,1.07 KADID-10k/images/I30_05_01.png,Color_Shift,KADID-10k/images/I30.png,4.77 KADID-10k/images/I30_05_02.png,Color_Shift,KADID-10k/images/I30.png,3.83 KADID-10k/images/I30_05_03.png,Color_Shift,KADID-10k/images/I30.png,2.9 KADID-10k/images/I30_05_04.png,Color_Shift,KADID-10k/images/I30.png,2.8 KADID-10k/images/I30_05_05.png,Color_Shift,KADID-10k/images/I30.png,2.5 KADID-10k/images/I30_06_01.png,Color_Quantization,KADID-10k/images/I30.png,4.4 KADID-10k/images/I30_06_02.png,Color_Quantization,KADID-10k/images/I30.png,4.37 KADID-10k/images/I30_06_03.png,Color_Quantization,KADID-10k/images/I30.png,3.87 KADID-10k/images/I30_06_04.png,Color_Quantization,KADID-10k/images/I30.png,3.83 KADID-10k/images/I30_06_05.png,Color_Quantization,KADID-10k/images/I30.png,3.13 KADID-10k/images/I30_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I30.png,3.4 KADID-10k/images/I30_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I30.png,2.07 KADID-10k/images/I30_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I30.png,2.2 KADID-10k/images/I30_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I30.png,2.19 KADID-10k/images/I30_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I30.png,1.93 KADID-10k/images/I30_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I30.png,4.67 KADID-10k/images/I30_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I30.png,4.3 KADID-10k/images/I30_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I30.png,3.33 KADID-10k/images/I30_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I30.png,2.6 KADID-10k/images/I30_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I30.png,1.43 KADID-10k/images/I30_09_01.png,JP2K,KADID-10k/images/I30.png,4.68 KADID-10k/images/I30_09_02.png,JP2K,KADID-10k/images/I30.png,4.6 KADID-10k/images/I30_09_03.png,JP2K,KADID-10k/images/I30.png,4.73 KADID-10k/images/I30_09_04.png,JP2K,KADID-10k/images/I30.png,3.7 KADID-10k/images/I30_09_05.png,JP2K,KADID-10k/images/I30.png,1.73 KADID-10k/images/I30_10_01.png,JPEG,KADID-10k/images/I30.png,4.53 KADID-10k/images/I30_10_02.png,JPEG,KADID-10k/images/I30.png,4.47 KADID-10k/images/I30_10_03.png,JPEG,KADID-10k/images/I30.png,4.37 KADID-10k/images/I30_10_04.png,JPEG,KADID-10k/images/I30.png,1.77 KADID-10k/images/I30_10_05.png,JPEG,KADID-10k/images/I30.png,1.23 KADID-10k/images/I30_11_01.png,AWGN,KADID-10k/images/I30.png,3.67 KADID-10k/images/I30_11_02.png,AWGN,KADID-10k/images/I30.png,3.2 KADID-10k/images/I30_11_03.png,AWGN,KADID-10k/images/I30.png,2.97 KADID-10k/images/I30_11_04.png,AWGN,KADID-10k/images/I30.png,2.73 KADID-10k/images/I30_11_05.png,AWGN,KADID-10k/images/I30.png,2.32 KADID-10k/images/I30_12_01.png,AWGN_YCbCr,KADID-10k/images/I30.png,4.43 KADID-10k/images/I30_12_02.png,AWGN_YCbCr,KADID-10k/images/I30.png,3.4 KADID-10k/images/I30_12_03.png,AWGN_YCbCr,KADID-10k/images/I30.png,3.03 KADID-10k/images/I30_12_04.png,AWGN_YCbCr,KADID-10k/images/I30.png,2.77 KADID-10k/images/I30_12_05.png,AWGN_YCbCr,KADID-10k/images/I30.png,2.23 KADID-10k/images/I30_13_01.png,Impulse_Noise,KADID-10k/images/I30.png,3.77 KADID-10k/images/I30_13_02.png,Impulse_Noise,KADID-10k/images/I30.png,2.97 KADID-10k/images/I30_13_03.png,Impulse_Noise,KADID-10k/images/I30.png,2.53 KADID-10k/images/I30_13_04.png,Impulse_Noise,KADID-10k/images/I30.png,2.63 KADID-10k/images/I30_13_05.png,Impulse_Noise,KADID-10k/images/I30.png,2.26 KADID-10k/images/I30_14_01.png,Multiplicative_Noise,KADID-10k/images/I30.png,4.4 KADID-10k/images/I30_14_02.png,Multiplicative_Noise,KADID-10k/images/I30.png,3.17 KADID-10k/images/I30_14_03.png,Multiplicative_Noise,KADID-10k/images/I30.png,2.83 KADID-10k/images/I30_14_04.png,Multiplicative_Noise,KADID-10k/images/I30.png,2.3 KADID-10k/images/I30_14_05.png,Multiplicative_Noise,KADID-10k/images/I30.png,2.1 KADID-10k/images/I30_15_01.png,Denoising,KADID-10k/images/I30.png,3.87 KADID-10k/images/I30_15_02.png,Denoising,KADID-10k/images/I30.png,2.6 KADID-10k/images/I30_15_03.png,Denoising,KADID-10k/images/I30.png,2.13 KADID-10k/images/I30_15_04.png,Denoising,KADID-10k/images/I30.png,1.33 KADID-10k/images/I30_15_05.png,Denoising,KADID-10k/images/I30.png,1.3 KADID-10k/images/I30_16_01.png,Brighten,KADID-10k/images/I30.png,4.63 KADID-10k/images/I30_16_02.png,Brighten,KADID-10k/images/I30.png,4.2 KADID-10k/images/I30_16_03.png,Brighten,KADID-10k/images/I30.png,3.6 KADID-10k/images/I30_16_04.png,Brighten,KADID-10k/images/I30.png,2.5 KADID-10k/images/I30_16_05.png,Brighten,KADID-10k/images/I30.png,1.48 KADID-10k/images/I30_17_01.png,Darken,KADID-10k/images/I30.png,4.73 KADID-10k/images/I30_17_02.png,Darken,KADID-10k/images/I30.png,4.5 KADID-10k/images/I30_17_03.png,Darken,KADID-10k/images/I30.png,4.4 KADID-10k/images/I30_17_04.png,Darken,KADID-10k/images/I30.png,3.67 KADID-10k/images/I30_17_05.png,Darken,KADID-10k/images/I30.png,2.67 KADID-10k/images/I30_18_01.png,Mean_Shift,KADID-10k/images/I30.png,4 KADID-10k/images/I30_18_02.png,Mean_Shift,KADID-10k/images/I30.png,4.53 KADID-10k/images/I30_18_03.png,Mean_Shift,KADID-10k/images/I30.png,4.83 KADID-10k/images/I30_18_04.png,Mean_Shift,KADID-10k/images/I30.png,4.61 KADID-10k/images/I30_18_05.png,Mean_Shift,KADID-10k/images/I30.png,4.3 KADID-10k/images/I30_19_01.png,Jitter,KADID-10k/images/I30.png,4.9 KADID-10k/images/I30_19_02.png,Jitter,KADID-10k/images/I30.png,4.6 KADID-10k/images/I30_19_03.png,Jitter,KADID-10k/images/I30.png,4.27 KADID-10k/images/I30_19_04.png,Jitter,KADID-10k/images/I30.png,2.53 KADID-10k/images/I30_19_05.png,Jitter,KADID-10k/images/I30.png,1.83 KADID-10k/images/I30_20_01.png,Non-eccentricity_patch,KADID-10k/images/I30.png,4.33 KADID-10k/images/I30_20_02.png,Non-eccentricity_patch,KADID-10k/images/I30.png,3.67 KADID-10k/images/I30_20_03.png,Non-eccentricity_patch,KADID-10k/images/I30.png,3.8 KADID-10k/images/I30_20_04.png,Non-eccentricity_patch,KADID-10k/images/I30.png,3.81 KADID-10k/images/I30_20_05.png,Non-eccentricity_patch,KADID-10k/images/I30.png,3.03 KADID-10k/images/I30_21_01.png,Pixelate,KADID-10k/images/I30.png,4.27 KADID-10k/images/I30_21_02.png,Pixelate,KADID-10k/images/I30.png,3.73 KADID-10k/images/I30_21_03.png,Pixelate,KADID-10k/images/I30.png,3.68 KADID-10k/images/I30_21_04.png,Pixelate,KADID-10k/images/I30.png,3.73 KADID-10k/images/I30_21_05.png,Pixelate,KADID-10k/images/I30.png,2 KADID-10k/images/I30_22_01.png,Quantization,KADID-10k/images/I30.png,4.3 KADID-10k/images/I30_22_02.png,Quantization,KADID-10k/images/I30.png,3.67 KADID-10k/images/I30_22_03.png,Quantization,KADID-10k/images/I30.png,3.27 KADID-10k/images/I30_22_04.png,Quantization,KADID-10k/images/I30.png,2.77 KADID-10k/images/I30_22_05.png,Quantization,KADID-10k/images/I30.png,2.57 KADID-10k/images/I30_23_01.png,Color_Block,KADID-10k/images/I30.png,2.33 KADID-10k/images/I30_23_02.png,Color_Block,KADID-10k/images/I30.png,2.13 KADID-10k/images/I30_23_03.png,Color_Block,KADID-10k/images/I30.png,2.27 KADID-10k/images/I30_23_04.png,Color_Block,KADID-10k/images/I30.png,2.13 KADID-10k/images/I30_23_05.png,Color_Block,KADID-10k/images/I30.png,2.4 KADID-10k/images/I30_24_01.png,High_Sharpen,KADID-10k/images/I30.png,4.33 KADID-10k/images/I30_24_02.png,High_Sharpen,KADID-10k/images/I30.png,3.7 KADID-10k/images/I30_24_03.png,High_Sharpen,KADID-10k/images/I30.png,3.07 KADID-10k/images/I30_24_04.png,High_Sharpen,KADID-10k/images/I30.png,2.2 KADID-10k/images/I30_24_05.png,High_Sharpen,KADID-10k/images/I30.png,1.57 KADID-10k/images/I30_25_01.png,Contrast Dist.,KADID-10k/images/I30.png,3.63 KADID-10k/images/I30_25_02.png,Contrast Dist.,KADID-10k/images/I30.png,4.4 KADID-10k/images/I30_25_03.png,Contrast Dist.,KADID-10k/images/I30.png,4.8 KADID-10k/images/I30_25_04.png,Contrast Dist.,KADID-10k/images/I30.png,4.4 KADID-10k/images/I30_25_05.png,Contrast Dist.,KADID-10k/images/I30.png,3.73 KADID-10k/images/I31_01_01.png,GBLUR,KADID-10k/images/I31.png,4.83 KADID-10k/images/I31_01_02.png,GBLUR,KADID-10k/images/I31.png,4.63 KADID-10k/images/I31_01_03.png,GBLUR,KADID-10k/images/I31.png,3.03 KADID-10k/images/I31_01_04.png,GBLUR,KADID-10k/images/I31.png,1.83 KADID-10k/images/I31_01_05.png,GBLUR,KADID-10k/images/I31.png,1.27 KADID-10k/images/I31_02_01.png,Lens_Blur,KADID-10k/images/I31.png,4.2 KADID-10k/images/I31_02_02.png,Lens_Blur,KADID-10k/images/I31.png,3.23 KADID-10k/images/I31_02_03.png,Lens_Blur,KADID-10k/images/I31.png,1.87 KADID-10k/images/I31_02_04.png,Lens_Blur,KADID-10k/images/I31.png,1.5 KADID-10k/images/I31_02_05.png,Lens_Blur,KADID-10k/images/I31.png,1.37 KADID-10k/images/I31_03_01.png,Motion_Blur,KADID-10k/images/I31.png,4.63 KADID-10k/images/I31_03_02.png,Motion_Blur,KADID-10k/images/I31.png,4.23 KADID-10k/images/I31_03_03.png,Motion_Blur,KADID-10k/images/I31.png,3.13 KADID-10k/images/I31_03_04.png,Motion_Blur,KADID-10k/images/I31.png,2.33 KADID-10k/images/I31_03_05.png,Motion_Blur,KADID-10k/images/I31.png,1.57 KADID-10k/images/I31_04_01.png,Color_Diffusion,KADID-10k/images/I31.png,4.63 KADID-10k/images/I31_04_02.png,Color_Diffusion,KADID-10k/images/I31.png,2.97 KADID-10k/images/I31_04_03.png,Color_Diffusion,KADID-10k/images/I31.png,2.53 KADID-10k/images/I31_04_04.png,Color_Diffusion,KADID-10k/images/I31.png,1.8 KADID-10k/images/I31_04_05.png,Color_Diffusion,KADID-10k/images/I31.png,1.5 KADID-10k/images/I31_05_01.png,Color_Shift,KADID-10k/images/I31.png,4.67 KADID-10k/images/I31_05_02.png,Color_Shift,KADID-10k/images/I31.png,2.7 KADID-10k/images/I31_05_03.png,Color_Shift,KADID-10k/images/I31.png,2.2 KADID-10k/images/I31_05_04.png,Color_Shift,KADID-10k/images/I31.png,1.9 KADID-10k/images/I31_05_05.png,Color_Shift,KADID-10k/images/I31.png,1.7 KADID-10k/images/I31_06_01.png,Color_Quantization,KADID-10k/images/I31.png,4.5 KADID-10k/images/I31_06_02.png,Color_Quantization,KADID-10k/images/I31.png,4.1 KADID-10k/images/I31_06_03.png,Color_Quantization,KADID-10k/images/I31.png,3.63 KADID-10k/images/I31_06_04.png,Color_Quantization,KADID-10k/images/I31.png,3.4 KADID-10k/images/I31_06_05.png,Color_Quantization,KADID-10k/images/I31.png,2.4 KADID-10k/images/I31_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I31.png,2.4 KADID-10k/images/I31_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I31.png,2.53 KADID-10k/images/I31_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I31.png,2.4 KADID-10k/images/I31_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I31.png,2.57 KADID-10k/images/I31_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I31.png,2.33 KADID-10k/images/I31_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I31.png,4.61 KADID-10k/images/I31_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I31.png,3.63 KADID-10k/images/I31_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I31.png,3.23 KADID-10k/images/I31_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I31.png,2.03 KADID-10k/images/I31_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I31.png,1.83 KADID-10k/images/I31_09_01.png,JP2K,KADID-10k/images/I31.png,4.47 KADID-10k/images/I31_09_02.png,JP2K,KADID-10k/images/I31.png,4.23 KADID-10k/images/I31_09_03.png,JP2K,KADID-10k/images/I31.png,3.97 KADID-10k/images/I31_09_04.png,JP2K,KADID-10k/images/I31.png,2.47 KADID-10k/images/I31_09_05.png,JP2K,KADID-10k/images/I31.png,1.5 KADID-10k/images/I31_10_01.png,JPEG,KADID-10k/images/I31.png,4.63 KADID-10k/images/I31_10_02.png,JPEG,KADID-10k/images/I31.png,4.63 KADID-10k/images/I31_10_03.png,JPEG,KADID-10k/images/I31.png,4.27 KADID-10k/images/I31_10_04.png,JPEG,KADID-10k/images/I31.png,2.03 KADID-10k/images/I31_10_05.png,JPEG,KADID-10k/images/I31.png,1.67 KADID-10k/images/I31_11_01.png,AWGN,KADID-10k/images/I31.png,3.87 KADID-10k/images/I31_11_02.png,AWGN,KADID-10k/images/I31.png,3.57 KADID-10k/images/I31_11_03.png,AWGN,KADID-10k/images/I31.png,3.13 KADID-10k/images/I31_11_04.png,AWGN,KADID-10k/images/I31.png,2.87 KADID-10k/images/I31_11_05.png,AWGN,KADID-10k/images/I31.png,2.43 KADID-10k/images/I31_12_01.png,AWGN_YCbCr,KADID-10k/images/I31.png,4.57 KADID-10k/images/I31_12_02.png,AWGN_YCbCr,KADID-10k/images/I31.png,3.9 KADID-10k/images/I31_12_03.png,AWGN_YCbCr,KADID-10k/images/I31.png,3.33 KADID-10k/images/I31_12_04.png,AWGN_YCbCr,KADID-10k/images/I31.png,2.87 KADID-10k/images/I31_12_05.png,AWGN_YCbCr,KADID-10k/images/I31.png,2.57 KADID-10k/images/I31_13_01.png,Impulse_Noise,KADID-10k/images/I31.png,3.77 KADID-10k/images/I31_13_02.png,Impulse_Noise,KADID-10k/images/I31.png,3.2 KADID-10k/images/I31_13_03.png,Impulse_Noise,KADID-10k/images/I31.png,2.77 KADID-10k/images/I31_13_04.png,Impulse_Noise,KADID-10k/images/I31.png,2.27 KADID-10k/images/I31_13_05.png,Impulse_Noise,KADID-10k/images/I31.png,2.03 KADID-10k/images/I31_14_01.png,Multiplicative_Noise,KADID-10k/images/I31.png,4.6 KADID-10k/images/I31_14_02.png,Multiplicative_Noise,KADID-10k/images/I31.png,3.93 KADID-10k/images/I31_14_03.png,Multiplicative_Noise,KADID-10k/images/I31.png,3.23 KADID-10k/images/I31_14_04.png,Multiplicative_Noise,KADID-10k/images/I31.png,2.77 KADID-10k/images/I31_14_05.png,Multiplicative_Noise,KADID-10k/images/I31.png,2.43 KADID-10k/images/I31_15_01.png,Denoising,KADID-10k/images/I31.png,4.07 KADID-10k/images/I31_15_02.png,Denoising,KADID-10k/images/I31.png,3.27 KADID-10k/images/I31_15_03.png,Denoising,KADID-10k/images/I31.png,3.17 KADID-10k/images/I31_15_04.png,Denoising,KADID-10k/images/I31.png,2.03 KADID-10k/images/I31_15_05.png,Denoising,KADID-10k/images/I31.png,1.87 KADID-10k/images/I31_16_01.png,Brighten,KADID-10k/images/I31.png,4.57 KADID-10k/images/I31_16_02.png,Brighten,KADID-10k/images/I31.png,4.43 KADID-10k/images/I31_16_03.png,Brighten,KADID-10k/images/I31.png,3.8 KADID-10k/images/I31_16_04.png,Brighten,KADID-10k/images/I31.png,3 KADID-10k/images/I31_16_05.png,Brighten,KADID-10k/images/I31.png,1.93 KADID-10k/images/I31_17_01.png,Darken,KADID-10k/images/I31.png,4.67 KADID-10k/images/I31_17_02.png,Darken,KADID-10k/images/I31.png,4.47 KADID-10k/images/I31_17_03.png,Darken,KADID-10k/images/I31.png,4.43 KADID-10k/images/I31_17_04.png,Darken,KADID-10k/images/I31.png,3.73 KADID-10k/images/I31_17_05.png,Darken,KADID-10k/images/I31.png,2.27 KADID-10k/images/I31_18_01.png,Mean_Shift,KADID-10k/images/I31.png,4.6 KADID-10k/images/I31_18_02.png,Mean_Shift,KADID-10k/images/I31.png,4.73 KADID-10k/images/I31_18_03.png,Mean_Shift,KADID-10k/images/I31.png,4.81 KADID-10k/images/I31_18_04.png,Mean_Shift,KADID-10k/images/I31.png,4.33 KADID-10k/images/I31_18_05.png,Mean_Shift,KADID-10k/images/I31.png,3.87 KADID-10k/images/I31_19_01.png,Jitter,KADID-10k/images/I31.png,4.23 KADID-10k/images/I31_19_02.png,Jitter,KADID-10k/images/I31.png,4.1 KADID-10k/images/I31_19_03.png,Jitter,KADID-10k/images/I31.png,3.48 KADID-10k/images/I31_19_04.png,Jitter,KADID-10k/images/I31.png,2.07 KADID-10k/images/I31_19_05.png,Jitter,KADID-10k/images/I31.png,1.4 KADID-10k/images/I31_20_01.png,Non-eccentricity_patch,KADID-10k/images/I31.png,4.7 KADID-10k/images/I31_20_02.png,Non-eccentricity_patch,KADID-10k/images/I31.png,3.9 KADID-10k/images/I31_20_03.png,Non-eccentricity_patch,KADID-10k/images/I31.png,4.17 KADID-10k/images/I31_20_04.png,Non-eccentricity_patch,KADID-10k/images/I31.png,3.67 KADID-10k/images/I31_20_05.png,Non-eccentricity_patch,KADID-10k/images/I31.png,4.27 KADID-10k/images/I31_21_01.png,Pixelate,KADID-10k/images/I31.png,4.5 KADID-10k/images/I31_21_02.png,Pixelate,KADID-10k/images/I31.png,3.43 KADID-10k/images/I31_21_03.png,Pixelate,KADID-10k/images/I31.png,3.17 KADID-10k/images/I31_21_04.png,Pixelate,KADID-10k/images/I31.png,3.47 KADID-10k/images/I31_21_05.png,Pixelate,KADID-10k/images/I31.png,1.6 KADID-10k/images/I31_22_01.png,Quantization,KADID-10k/images/I31.png,4.17 KADID-10k/images/I31_22_02.png,Quantization,KADID-10k/images/I31.png,3.5 KADID-10k/images/I31_22_03.png,Quantization,KADID-10k/images/I31.png,3.3 KADID-10k/images/I31_22_04.png,Quantization,KADID-10k/images/I31.png,3.03 KADID-10k/images/I31_22_05.png,Quantization,KADID-10k/images/I31.png,3.03 KADID-10k/images/I31_23_01.png,Color_Block,KADID-10k/images/I31.png,2.5 KADID-10k/images/I31_23_02.png,Color_Block,KADID-10k/images/I31.png,2.6 KADID-10k/images/I31_23_03.png,Color_Block,KADID-10k/images/I31.png,2.4 KADID-10k/images/I31_23_04.png,Color_Block,KADID-10k/images/I31.png,2.23 KADID-10k/images/I31_23_05.png,Color_Block,KADID-10k/images/I31.png,1.77 KADID-10k/images/I31_24_01.png,High_Sharpen,KADID-10k/images/I31.png,3.77 KADID-10k/images/I31_24_02.png,High_Sharpen,KADID-10k/images/I31.png,3.07 KADID-10k/images/I31_24_03.png,High_Sharpen,KADID-10k/images/I31.png,2.17 KADID-10k/images/I31_24_04.png,High_Sharpen,KADID-10k/images/I31.png,2.03 KADID-10k/images/I31_24_05.png,High_Sharpen,KADID-10k/images/I31.png,1.48 KADID-10k/images/I31_25_01.png,Contrast Dist.,KADID-10k/images/I31.png,3.6 KADID-10k/images/I31_25_02.png,Contrast Dist.,KADID-10k/images/I31.png,4.1 KADID-10k/images/I31_25_03.png,Contrast Dist.,KADID-10k/images/I31.png,4.4 KADID-10k/images/I31_25_04.png,Contrast Dist.,KADID-10k/images/I31.png,4.3 KADID-10k/images/I31_25_05.png,Contrast Dist.,KADID-10k/images/I31.png,3.27 KADID-10k/images/I32_01_01.png,GBLUR,KADID-10k/images/I32.png,4.5 KADID-10k/images/I32_01_02.png,GBLUR,KADID-10k/images/I32.png,4.39 KADID-10k/images/I32_01_03.png,GBLUR,KADID-10k/images/I32.png,2.73 KADID-10k/images/I32_01_04.png,GBLUR,KADID-10k/images/I32.png,1.6 KADID-10k/images/I32_01_05.png,GBLUR,KADID-10k/images/I32.png,1.1 KADID-10k/images/I32_02_01.png,Lens_Blur,KADID-10k/images/I32.png,3.7 KADID-10k/images/I32_02_02.png,Lens_Blur,KADID-10k/images/I32.png,2.37 KADID-10k/images/I32_02_03.png,Lens_Blur,KADID-10k/images/I32.png,1.73 KADID-10k/images/I32_02_04.png,Lens_Blur,KADID-10k/images/I32.png,1.27 KADID-10k/images/I32_02_05.png,Lens_Blur,KADID-10k/images/I32.png,1.27 KADID-10k/images/I32_03_01.png,Motion_Blur,KADID-10k/images/I32.png,4.57 KADID-10k/images/I32_03_02.png,Motion_Blur,KADID-10k/images/I32.png,3.73 KADID-10k/images/I32_03_03.png,Motion_Blur,KADID-10k/images/I32.png,2.77 KADID-10k/images/I32_03_04.png,Motion_Blur,KADID-10k/images/I32.png,1.93 KADID-10k/images/I32_03_05.png,Motion_Blur,KADID-10k/images/I32.png,1.6 KADID-10k/images/I32_04_01.png,Color_Diffusion,KADID-10k/images/I32.png,4.53 KADID-10k/images/I32_04_02.png,Color_Diffusion,KADID-10k/images/I32.png,1.77 KADID-10k/images/I32_04_03.png,Color_Diffusion,KADID-10k/images/I32.png,1.57 KADID-10k/images/I32_04_04.png,Color_Diffusion,KADID-10k/images/I32.png,1.5 KADID-10k/images/I32_04_05.png,Color_Diffusion,KADID-10k/images/I32.png,1.17 KADID-10k/images/I32_05_01.png,Color_Shift,KADID-10k/images/I32.png,4.3 KADID-10k/images/I32_05_02.png,Color_Shift,KADID-10k/images/I32.png,2.6 KADID-10k/images/I32_05_03.png,Color_Shift,KADID-10k/images/I32.png,1.73 KADID-10k/images/I32_05_04.png,Color_Shift,KADID-10k/images/I32.png,1.8 KADID-10k/images/I32_05_05.png,Color_Shift,KADID-10k/images/I32.png,1.6 KADID-10k/images/I32_06_01.png,Color_Quantization,KADID-10k/images/I32.png,4 KADID-10k/images/I32_06_02.png,Color_Quantization,KADID-10k/images/I32.png,3.72 KADID-10k/images/I32_06_03.png,Color_Quantization,KADID-10k/images/I32.png,3.43 KADID-10k/images/I32_06_04.png,Color_Quantization,KADID-10k/images/I32.png,3.4 KADID-10k/images/I32_06_05.png,Color_Quantization,KADID-10k/images/I32.png,2.33 KADID-10k/images/I32_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I32.png,2.2 KADID-10k/images/I32_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I32.png,2.57 KADID-10k/images/I32_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I32.png,2.3 KADID-10k/images/I32_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I32.png,2.23 KADID-10k/images/I32_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I32.png,1.9 KADID-10k/images/I32_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I32.png,4.23 KADID-10k/images/I32_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I32.png,2.3 KADID-10k/images/I32_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I32.png,2.33 KADID-10k/images/I32_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I32.png,1.6 KADID-10k/images/I32_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I32.png,1.5 KADID-10k/images/I32_09_01.png,JP2K,KADID-10k/images/I32.png,4.47 KADID-10k/images/I32_09_02.png,JP2K,KADID-10k/images/I32.png,4.27 KADID-10k/images/I32_09_03.png,JP2K,KADID-10k/images/I32.png,3.87 KADID-10k/images/I32_09_04.png,JP2K,KADID-10k/images/I32.png,2.1 KADID-10k/images/I32_09_05.png,JP2K,KADID-10k/images/I32.png,1.23 KADID-10k/images/I32_10_01.png,JPEG,KADID-10k/images/I32.png,4.03 KADID-10k/images/I32_10_02.png,JPEG,KADID-10k/images/I32.png,3.97 KADID-10k/images/I32_10_03.png,JPEG,KADID-10k/images/I32.png,3.27 KADID-10k/images/I32_10_04.png,JPEG,KADID-10k/images/I32.png,1.7 KADID-10k/images/I32_10_05.png,JPEG,KADID-10k/images/I32.png,1.23 KADID-10k/images/I32_11_01.png,AWGN,KADID-10k/images/I32.png,3.27 KADID-10k/images/I32_11_02.png,AWGN,KADID-10k/images/I32.png,2.73 KADID-10k/images/I32_11_03.png,AWGN,KADID-10k/images/I32.png,2.5 KADID-10k/images/I32_11_04.png,AWGN,KADID-10k/images/I32.png,2.3 KADID-10k/images/I32_11_05.png,AWGN,KADID-10k/images/I32.png,1.9 KADID-10k/images/I32_12_01.png,AWGN_YCbCr,KADID-10k/images/I32.png,3.97 KADID-10k/images/I32_12_02.png,AWGN_YCbCr,KADID-10k/images/I32.png,3.03 KADID-10k/images/I32_12_03.png,AWGN_YCbCr,KADID-10k/images/I32.png,2.47 KADID-10k/images/I32_12_04.png,AWGN_YCbCr,KADID-10k/images/I32.png,2.2 KADID-10k/images/I32_12_05.png,AWGN_YCbCr,KADID-10k/images/I32.png,2.1 KADID-10k/images/I32_13_01.png,Impulse_Noise,KADID-10k/images/I32.png,2.9 KADID-10k/images/I32_13_02.png,Impulse_Noise,KADID-10k/images/I32.png,2.8 KADID-10k/images/I32_13_03.png,Impulse_Noise,KADID-10k/images/I32.png,2.5 KADID-10k/images/I32_13_04.png,Impulse_Noise,KADID-10k/images/I32.png,2.33 KADID-10k/images/I32_13_05.png,Impulse_Noise,KADID-10k/images/I32.png,2 KADID-10k/images/I32_14_01.png,Multiplicative_Noise,KADID-10k/images/I32.png,3.8 KADID-10k/images/I32_14_02.png,Multiplicative_Noise,KADID-10k/images/I32.png,2.43 KADID-10k/images/I32_14_03.png,Multiplicative_Noise,KADID-10k/images/I32.png,2.27 KADID-10k/images/I32_14_04.png,Multiplicative_Noise,KADID-10k/images/I32.png,2 KADID-10k/images/I32_14_05.png,Multiplicative_Noise,KADID-10k/images/I32.png,1.5 KADID-10k/images/I32_15_01.png,Denoising,KADID-10k/images/I32.png,2.6 KADID-10k/images/I32_15_02.png,Denoising,KADID-10k/images/I32.png,1.83 KADID-10k/images/I32_15_03.png,Denoising,KADID-10k/images/I32.png,1.39 KADID-10k/images/I32_15_04.png,Denoising,KADID-10k/images/I32.png,1.07 KADID-10k/images/I32_15_05.png,Denoising,KADID-10k/images/I32.png,1.3 KADID-10k/images/I32_16_01.png,Brighten,KADID-10k/images/I32.png,4.2 KADID-10k/images/I32_16_02.png,Brighten,KADID-10k/images/I32.png,3.57 KADID-10k/images/I32_16_03.png,Brighten,KADID-10k/images/I32.png,3.1 KADID-10k/images/I32_16_04.png,Brighten,KADID-10k/images/I32.png,1.8 KADID-10k/images/I32_16_05.png,Brighten,KADID-10k/images/I32.png,1.03 KADID-10k/images/I32_17_01.png,Darken,KADID-10k/images/I32.png,4.6 KADID-10k/images/I32_17_02.png,Darken,KADID-10k/images/I32.png,4.33 KADID-10k/images/I32_17_03.png,Darken,KADID-10k/images/I32.png,4.07 KADID-10k/images/I32_17_04.png,Darken,KADID-10k/images/I32.png,3.63 KADID-10k/images/I32_17_05.png,Darken,KADID-10k/images/I32.png,2.57 KADID-10k/images/I32_18_01.png,Mean_Shift,KADID-10k/images/I32.png,3.5 KADID-10k/images/I32_18_02.png,Mean_Shift,KADID-10k/images/I32.png,4.3 KADID-10k/images/I32_18_03.png,Mean_Shift,KADID-10k/images/I32.png,4.73 KADID-10k/images/I32_18_04.png,Mean_Shift,KADID-10k/images/I32.png,4.07 KADID-10k/images/I32_18_05.png,Mean_Shift,KADID-10k/images/I32.png,3.8 KADID-10k/images/I32_19_01.png,Jitter,KADID-10k/images/I32.png,4.57 KADID-10k/images/I32_19_02.png,Jitter,KADID-10k/images/I32.png,4.1 KADID-10k/images/I32_19_03.png,Jitter,KADID-10k/images/I32.png,3.4 KADID-10k/images/I32_19_04.png,Jitter,KADID-10k/images/I32.png,2 KADID-10k/images/I32_19_05.png,Jitter,KADID-10k/images/I32.png,1.32 KADID-10k/images/I32_20_01.png,Non-eccentricity_patch,KADID-10k/images/I32.png,3.2 KADID-10k/images/I32_20_02.png,Non-eccentricity_patch,KADID-10k/images/I32.png,3.87 KADID-10k/images/I32_20_03.png,Non-eccentricity_patch,KADID-10k/images/I32.png,4.1 KADID-10k/images/I32_20_04.png,Non-eccentricity_patch,KADID-10k/images/I32.png,2.33 KADID-10k/images/I32_20_05.png,Non-eccentricity_patch,KADID-10k/images/I32.png,3.63 KADID-10k/images/I32_21_01.png,Pixelate,KADID-10k/images/I32.png,3.37 KADID-10k/images/I32_21_02.png,Pixelate,KADID-10k/images/I32.png,2.71 KADID-10k/images/I32_21_03.png,Pixelate,KADID-10k/images/I32.png,3.03 KADID-10k/images/I32_21_04.png,Pixelate,KADID-10k/images/I32.png,2.42 KADID-10k/images/I32_21_05.png,Pixelate,KADID-10k/images/I32.png,1.4 KADID-10k/images/I32_22_01.png,Quantization,KADID-10k/images/I32.png,4.3 KADID-10k/images/I32_22_02.png,Quantization,KADID-10k/images/I32.png,4.13 KADID-10k/images/I32_22_03.png,Quantization,KADID-10k/images/I32.png,3.7 KADID-10k/images/I32_22_04.png,Quantization,KADID-10k/images/I32.png,2.97 KADID-10k/images/I32_22_05.png,Quantization,KADID-10k/images/I32.png,1.7 KADID-10k/images/I32_23_01.png,Color_Block,KADID-10k/images/I32.png,2.53 KADID-10k/images/I32_23_02.png,Color_Block,KADID-10k/images/I32.png,2.17 KADID-10k/images/I32_23_03.png,Color_Block,KADID-10k/images/I32.png,1.83 KADID-10k/images/I32_23_04.png,Color_Block,KADID-10k/images/I32.png,2.33 KADID-10k/images/I32_23_05.png,Color_Block,KADID-10k/images/I32.png,1.7 KADID-10k/images/I32_24_01.png,High_Sharpen,KADID-10k/images/I32.png,3.83 KADID-10k/images/I32_24_02.png,High_Sharpen,KADID-10k/images/I32.png,2.9 KADID-10k/images/I32_24_03.png,High_Sharpen,KADID-10k/images/I32.png,2.6 KADID-10k/images/I32_24_04.png,High_Sharpen,KADID-10k/images/I32.png,1.6 KADID-10k/images/I32_24_05.png,High_Sharpen,KADID-10k/images/I32.png,1.43 KADID-10k/images/I32_25_01.png,Contrast Dist.,KADID-10k/images/I32.png,3.23 KADID-10k/images/I32_25_02.png,Contrast Dist.,KADID-10k/images/I32.png,3.47 KADID-10k/images/I32_25_03.png,Contrast Dist.,KADID-10k/images/I32.png,3.84 KADID-10k/images/I32_25_04.png,Contrast Dist.,KADID-10k/images/I32.png,3.2 KADID-10k/images/I32_25_05.png,Contrast Dist.,KADID-10k/images/I32.png,2.27 KADID-10k/images/I33_01_01.png,GBLUR,KADID-10k/images/I33.png,4.4 KADID-10k/images/I33_01_02.png,GBLUR,KADID-10k/images/I33.png,3.9 KADID-10k/images/I33_01_03.png,GBLUR,KADID-10k/images/I33.png,2.33 KADID-10k/images/I33_01_04.png,GBLUR,KADID-10k/images/I33.png,1.57 KADID-10k/images/I33_01_05.png,GBLUR,KADID-10k/images/I33.png,1.3 KADID-10k/images/I33_02_01.png,Lens_Blur,KADID-10k/images/I33.png,3.4 KADID-10k/images/I33_02_02.png,Lens_Blur,KADID-10k/images/I33.png,2.47 KADID-10k/images/I33_02_03.png,Lens_Blur,KADID-10k/images/I33.png,1.47 KADID-10k/images/I33_02_04.png,Lens_Blur,KADID-10k/images/I33.png,1.33 KADID-10k/images/I33_02_05.png,Lens_Blur,KADID-10k/images/I33.png,1.17 KADID-10k/images/I33_03_01.png,Motion_Blur,KADID-10k/images/I33.png,4.57 KADID-10k/images/I33_03_02.png,Motion_Blur,KADID-10k/images/I33.png,3.7 KADID-10k/images/I33_03_03.png,Motion_Blur,KADID-10k/images/I33.png,2.33 KADID-10k/images/I33_03_04.png,Motion_Blur,KADID-10k/images/I33.png,1.97 KADID-10k/images/I33_03_05.png,Motion_Blur,KADID-10k/images/I33.png,1.6 KADID-10k/images/I33_04_01.png,Color_Diffusion,KADID-10k/images/I33.png,4.57 KADID-10k/images/I33_04_02.png,Color_Diffusion,KADID-10k/images/I33.png,2.7 KADID-10k/images/I33_04_03.png,Color_Diffusion,KADID-10k/images/I33.png,1.8 KADID-10k/images/I33_04_04.png,Color_Diffusion,KADID-10k/images/I33.png,1.47 KADID-10k/images/I33_04_05.png,Color_Diffusion,KADID-10k/images/I33.png,1.4 KADID-10k/images/I33_05_01.png,Color_Shift,KADID-10k/images/I33.png,4.07 KADID-10k/images/I33_05_02.png,Color_Shift,KADID-10k/images/I33.png,2 KADID-10k/images/I33_05_03.png,Color_Shift,KADID-10k/images/I33.png,1.73 KADID-10k/images/I33_05_04.png,Color_Shift,KADID-10k/images/I33.png,1.33 KADID-10k/images/I33_05_05.png,Color_Shift,KADID-10k/images/I33.png,1.37 KADID-10k/images/I33_06_01.png,Color_Quantization,KADID-10k/images/I33.png,4.1 KADID-10k/images/I33_06_02.png,Color_Quantization,KADID-10k/images/I33.png,4.03 KADID-10k/images/I33_06_03.png,Color_Quantization,KADID-10k/images/I33.png,3.97 KADID-10k/images/I33_06_04.png,Color_Quantization,KADID-10k/images/I33.png,3.1 KADID-10k/images/I33_06_05.png,Color_Quantization,KADID-10k/images/I33.png,2.83 KADID-10k/images/I33_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I33.png,2.77 KADID-10k/images/I33_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I33.png,2.4 KADID-10k/images/I33_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I33.png,2.67 KADID-10k/images/I33_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I33.png,2.27 KADID-10k/images/I33_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I33.png,1.9 KADID-10k/images/I33_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I33.png,4.43 KADID-10k/images/I33_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I33.png,3.37 KADID-10k/images/I33_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I33.png,2.23 KADID-10k/images/I33_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I33.png,2.13 KADID-10k/images/I33_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I33.png,1.47 KADID-10k/images/I33_09_01.png,JP2K,KADID-10k/images/I33.png,4.5 KADID-10k/images/I33_09_02.png,JP2K,KADID-10k/images/I33.png,3.97 KADID-10k/images/I33_09_03.png,JP2K,KADID-10k/images/I33.png,3.87 KADID-10k/images/I33_09_04.png,JP2K,KADID-10k/images/I33.png,1.83 KADID-10k/images/I33_09_05.png,JP2K,KADID-10k/images/I33.png,1.33 KADID-10k/images/I33_10_01.png,JPEG,KADID-10k/images/I33.png,3.9 KADID-10k/images/I33_10_02.png,JPEG,KADID-10k/images/I33.png,4.1 KADID-10k/images/I33_10_03.png,JPEG,KADID-10k/images/I33.png,3.6 KADID-10k/images/I33_10_04.png,JPEG,KADID-10k/images/I33.png,1.47 KADID-10k/images/I33_10_05.png,JPEG,KADID-10k/images/I33.png,1.3 KADID-10k/images/I33_11_01.png,AWGN,KADID-10k/images/I33.png,3.47 KADID-10k/images/I33_11_02.png,AWGN,KADID-10k/images/I33.png,2.77 KADID-10k/images/I33_11_03.png,AWGN,KADID-10k/images/I33.png,2.87 KADID-10k/images/I33_11_04.png,AWGN,KADID-10k/images/I33.png,2.27 KADID-10k/images/I33_11_05.png,AWGN,KADID-10k/images/I33.png,2.2 KADID-10k/images/I33_12_01.png,AWGN_YCbCr,KADID-10k/images/I33.png,3.83 KADID-10k/images/I33_12_02.png,AWGN_YCbCr,KADID-10k/images/I33.png,3.07 KADID-10k/images/I33_12_03.png,AWGN_YCbCr,KADID-10k/images/I33.png,2.77 KADID-10k/images/I33_12_04.png,AWGN_YCbCr,KADID-10k/images/I33.png,2.63 KADID-10k/images/I33_12_05.png,AWGN_YCbCr,KADID-10k/images/I33.png,1.93 KADID-10k/images/I33_13_01.png,Impulse_Noise,KADID-10k/images/I33.png,3.57 KADID-10k/images/I33_13_02.png,Impulse_Noise,KADID-10k/images/I33.png,2.87 KADID-10k/images/I33_13_03.png,Impulse_Noise,KADID-10k/images/I33.png,2.3 KADID-10k/images/I33_13_04.png,Impulse_Noise,KADID-10k/images/I33.png,2.33 KADID-10k/images/I33_13_05.png,Impulse_Noise,KADID-10k/images/I33.png,1.93 KADID-10k/images/I33_14_01.png,Multiplicative_Noise,KADID-10k/images/I33.png,3.77 KADID-10k/images/I33_14_02.png,Multiplicative_Noise,KADID-10k/images/I33.png,3.17 KADID-10k/images/I33_14_03.png,Multiplicative_Noise,KADID-10k/images/I33.png,2.07 KADID-10k/images/I33_14_04.png,Multiplicative_Noise,KADID-10k/images/I33.png,2.03 KADID-10k/images/I33_14_05.png,Multiplicative_Noise,KADID-10k/images/I33.png,1.7 KADID-10k/images/I33_15_01.png,Denoising,KADID-10k/images/I33.png,3.5 KADID-10k/images/I33_15_02.png,Denoising,KADID-10k/images/I33.png,2.23 KADID-10k/images/I33_15_03.png,Denoising,KADID-10k/images/I33.png,1.93 KADID-10k/images/I33_15_04.png,Denoising,KADID-10k/images/I33.png,1.3 KADID-10k/images/I33_15_05.png,Denoising,KADID-10k/images/I33.png,1.33 KADID-10k/images/I33_16_01.png,Brighten,KADID-10k/images/I33.png,4.4 KADID-10k/images/I33_16_02.png,Brighten,KADID-10k/images/I33.png,3.83 KADID-10k/images/I33_16_03.png,Brighten,KADID-10k/images/I33.png,3.17 KADID-10k/images/I33_16_04.png,Brighten,KADID-10k/images/I33.png,2.33 KADID-10k/images/I33_16_05.png,Brighten,KADID-10k/images/I33.png,1.4 KADID-10k/images/I33_17_01.png,Darken,KADID-10k/images/I33.png,4.37 KADID-10k/images/I33_17_02.png,Darken,KADID-10k/images/I33.png,4.43 KADID-10k/images/I33_17_03.png,Darken,KADID-10k/images/I33.png,4.23 KADID-10k/images/I33_17_04.png,Darken,KADID-10k/images/I33.png,3.77 KADID-10k/images/I33_17_05.png,Darken,KADID-10k/images/I33.png,2.23 KADID-10k/images/I33_18_01.png,Mean_Shift,KADID-10k/images/I33.png,3.7 KADID-10k/images/I33_18_02.png,Mean_Shift,KADID-10k/images/I33.png,4.23 KADID-10k/images/I33_18_03.png,Mean_Shift,KADID-10k/images/I33.png,4.6 KADID-10k/images/I33_18_04.png,Mean_Shift,KADID-10k/images/I33.png,4.23 KADID-10k/images/I33_18_05.png,Mean_Shift,KADID-10k/images/I33.png,4.03 KADID-10k/images/I33_19_01.png,Jitter,KADID-10k/images/I33.png,4.3 KADID-10k/images/I33_19_02.png,Jitter,KADID-10k/images/I33.png,3.9 KADID-10k/images/I33_19_03.png,Jitter,KADID-10k/images/I33.png,3 KADID-10k/images/I33_19_04.png,Jitter,KADID-10k/images/I33.png,1.43 KADID-10k/images/I33_19_05.png,Jitter,KADID-10k/images/I33.png,1.13 KADID-10k/images/I33_20_01.png,Non-eccentricity_patch,KADID-10k/images/I33.png,4.37 KADID-10k/images/I33_20_02.png,Non-eccentricity_patch,KADID-10k/images/I33.png,4.33 KADID-10k/images/I33_20_03.png,Non-eccentricity_patch,KADID-10k/images/I33.png,2.6 KADID-10k/images/I33_20_04.png,Non-eccentricity_patch,KADID-10k/images/I33.png,3.3 KADID-10k/images/I33_20_05.png,Non-eccentricity_patch,KADID-10k/images/I33.png,3.67 KADID-10k/images/I33_21_01.png,Pixelate,KADID-10k/images/I33.png,4.27 KADID-10k/images/I33_21_02.png,Pixelate,KADID-10k/images/I33.png,3.27 KADID-10k/images/I33_21_03.png,Pixelate,KADID-10k/images/I33.png,3.07 KADID-10k/images/I33_21_04.png,Pixelate,KADID-10k/images/I33.png,2.6 KADID-10k/images/I33_21_05.png,Pixelate,KADID-10k/images/I33.png,1.33 KADID-10k/images/I33_22_01.png,Quantization,KADID-10k/images/I33.png,3.73 KADID-10k/images/I33_22_02.png,Quantization,KADID-10k/images/I33.png,3.17 KADID-10k/images/I33_22_03.png,Quantization,KADID-10k/images/I33.png,2.87 KADID-10k/images/I33_22_04.png,Quantization,KADID-10k/images/I33.png,3.23 KADID-10k/images/I33_22_05.png,Quantization,KADID-10k/images/I33.png,1.9 KADID-10k/images/I33_23_01.png,Color_Block,KADID-10k/images/I33.png,2.9 KADID-10k/images/I33_23_02.png,Color_Block,KADID-10k/images/I33.png,2.2 KADID-10k/images/I33_23_03.png,Color_Block,KADID-10k/images/I33.png,2.53 KADID-10k/images/I33_23_04.png,Color_Block,KADID-10k/images/I33.png,1.93 KADID-10k/images/I33_23_05.png,Color_Block,KADID-10k/images/I33.png,2.37 KADID-10k/images/I33_24_01.png,High_Sharpen,KADID-10k/images/I33.png,2.6 KADID-10k/images/I33_24_02.png,High_Sharpen,KADID-10k/images/I33.png,2.42 KADID-10k/images/I33_24_03.png,High_Sharpen,KADID-10k/images/I33.png,1.7 KADID-10k/images/I33_24_04.png,High_Sharpen,KADID-10k/images/I33.png,1.47 KADID-10k/images/I33_24_05.png,High_Sharpen,KADID-10k/images/I33.png,1.17 KADID-10k/images/I33_25_01.png,Contrast Dist.,KADID-10k/images/I33.png,3.2 KADID-10k/images/I33_25_02.png,Contrast Dist.,KADID-10k/images/I33.png,4 KADID-10k/images/I33_25_03.png,Contrast Dist.,KADID-10k/images/I33.png,4.37 KADID-10k/images/I33_25_04.png,Contrast Dist.,KADID-10k/images/I33.png,4.23 KADID-10k/images/I33_25_05.png,Contrast Dist.,KADID-10k/images/I33.png,3.3 KADID-10k/images/I34_01_01.png,GBLUR,KADID-10k/images/I34.png,4.6 KADID-10k/images/I34_01_02.png,GBLUR,KADID-10k/images/I34.png,4.37 KADID-10k/images/I34_01_03.png,GBLUR,KADID-10k/images/I34.png,2.97 KADID-10k/images/I34_01_04.png,GBLUR,KADID-10k/images/I34.png,1.7 KADID-10k/images/I34_01_05.png,GBLUR,KADID-10k/images/I34.png,1.3 KADID-10k/images/I34_02_01.png,Lens_Blur,KADID-10k/images/I34.png,3.83 KADID-10k/images/I34_02_02.png,Lens_Blur,KADID-10k/images/I34.png,2.67 KADID-10k/images/I34_02_03.png,Lens_Blur,KADID-10k/images/I34.png,1.8 KADID-10k/images/I34_02_04.png,Lens_Blur,KADID-10k/images/I34.png,1.37 KADID-10k/images/I34_02_05.png,Lens_Blur,KADID-10k/images/I34.png,1.33 KADID-10k/images/I34_03_01.png,Motion_Blur,KADID-10k/images/I34.png,4.43 KADID-10k/images/I34_03_02.png,Motion_Blur,KADID-10k/images/I34.png,4.03 KADID-10k/images/I34_03_03.png,Motion_Blur,KADID-10k/images/I34.png,2.9 KADID-10k/images/I34_03_04.png,Motion_Blur,KADID-10k/images/I34.png,2.17 KADID-10k/images/I34_03_05.png,Motion_Blur,KADID-10k/images/I34.png,1.7 KADID-10k/images/I34_04_01.png,Color_Diffusion,KADID-10k/images/I34.png,4.6 KADID-10k/images/I34_04_02.png,Color_Diffusion,KADID-10k/images/I34.png,2.57 KADID-10k/images/I34_04_03.png,Color_Diffusion,KADID-10k/images/I34.png,1.83 KADID-10k/images/I34_04_04.png,Color_Diffusion,KADID-10k/images/I34.png,2.17 KADID-10k/images/I34_04_05.png,Color_Diffusion,KADID-10k/images/I34.png,1.23 KADID-10k/images/I34_05_01.png,Color_Shift,KADID-10k/images/I34.png,4.1 KADID-10k/images/I34_05_02.png,Color_Shift,KADID-10k/images/I34.png,2.93 KADID-10k/images/I34_05_03.png,Color_Shift,KADID-10k/images/I34.png,1.67 KADID-10k/images/I34_05_04.png,Color_Shift,KADID-10k/images/I34.png,1.63 KADID-10k/images/I34_05_05.png,Color_Shift,KADID-10k/images/I34.png,1.4 KADID-10k/images/I34_06_01.png,Color_Quantization,KADID-10k/images/I34.png,4.23 KADID-10k/images/I34_06_02.png,Color_Quantization,KADID-10k/images/I34.png,4 KADID-10k/images/I34_06_03.png,Color_Quantization,KADID-10k/images/I34.png,3.97 KADID-10k/images/I34_06_04.png,Color_Quantization,KADID-10k/images/I34.png,3.87 KADID-10k/images/I34_06_05.png,Color_Quantization,KADID-10k/images/I34.png,2.4 KADID-10k/images/I34_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I34.png,2.87 KADID-10k/images/I34_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I34.png,2.57 KADID-10k/images/I34_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I34.png,2.23 KADID-10k/images/I34_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I34.png,2.17 KADID-10k/images/I34_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I34.png,2.81 KADID-10k/images/I34_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I34.png,4.67 KADID-10k/images/I34_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I34.png,3.03 KADID-10k/images/I34_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I34.png,2.6 KADID-10k/images/I34_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I34.png,1.8 KADID-10k/images/I34_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I34.png,1.37 KADID-10k/images/I34_09_01.png,JP2K,KADID-10k/images/I34.png,4.6 KADID-10k/images/I34_09_02.png,JP2K,KADID-10k/images/I34.png,4.23 KADID-10k/images/I34_09_03.png,JP2K,KADID-10k/images/I34.png,3.9 KADID-10k/images/I34_09_04.png,JP2K,KADID-10k/images/I34.png,2.58 KADID-10k/images/I34_09_05.png,JP2K,KADID-10k/images/I34.png,1.2 KADID-10k/images/I34_10_01.png,JPEG,KADID-10k/images/I34.png,4.5 KADID-10k/images/I34_10_02.png,JPEG,KADID-10k/images/I34.png,4.5 KADID-10k/images/I34_10_03.png,JPEG,KADID-10k/images/I34.png,3.8 KADID-10k/images/I34_10_04.png,JPEG,KADID-10k/images/I34.png,1.53 KADID-10k/images/I34_10_05.png,JPEG,KADID-10k/images/I34.png,1.17 KADID-10k/images/I34_11_01.png,AWGN,KADID-10k/images/I34.png,4.07 KADID-10k/images/I34_11_02.png,AWGN,KADID-10k/images/I34.png,3.17 KADID-10k/images/I34_11_03.png,AWGN,KADID-10k/images/I34.png,3.23 KADID-10k/images/I34_11_04.png,AWGN,KADID-10k/images/I34.png,2.53 KADID-10k/images/I34_11_05.png,AWGN,KADID-10k/images/I34.png,2 KADID-10k/images/I34_12_01.png,AWGN_YCbCr,KADID-10k/images/I34.png,4.43 KADID-10k/images/I34_12_02.png,AWGN_YCbCr,KADID-10k/images/I34.png,3.83 KADID-10k/images/I34_12_03.png,AWGN_YCbCr,KADID-10k/images/I34.png,2.97 KADID-10k/images/I34_12_04.png,AWGN_YCbCr,KADID-10k/images/I34.png,2.8 KADID-10k/images/I34_12_05.png,AWGN_YCbCr,KADID-10k/images/I34.png,2.33 KADID-10k/images/I34_13_01.png,Impulse_Noise,KADID-10k/images/I34.png,3.5 KADID-10k/images/I34_13_02.png,Impulse_Noise,KADID-10k/images/I34.png,2.57 KADID-10k/images/I34_13_03.png,Impulse_Noise,KADID-10k/images/I34.png,2.63 KADID-10k/images/I34_13_04.png,Impulse_Noise,KADID-10k/images/I34.png,2.07 KADID-10k/images/I34_13_05.png,Impulse_Noise,KADID-10k/images/I34.png,2.16 KADID-10k/images/I34_14_01.png,Multiplicative_Noise,KADID-10k/images/I34.png,4.2 KADID-10k/images/I34_14_02.png,Multiplicative_Noise,KADID-10k/images/I34.png,3.27 KADID-10k/images/I34_14_03.png,Multiplicative_Noise,KADID-10k/images/I34.png,2.7 KADID-10k/images/I34_14_04.png,Multiplicative_Noise,KADID-10k/images/I34.png,2.63 KADID-10k/images/I34_14_05.png,Multiplicative_Noise,KADID-10k/images/I34.png,2.23 KADID-10k/images/I34_15_01.png,Denoising,KADID-10k/images/I34.png,3.13 KADID-10k/images/I34_15_02.png,Denoising,KADID-10k/images/I34.png,2.47 KADID-10k/images/I34_15_03.png,Denoising,KADID-10k/images/I34.png,1.87 KADID-10k/images/I34_15_04.png,Denoising,KADID-10k/images/I34.png,1.6 KADID-10k/images/I34_15_05.png,Denoising,KADID-10k/images/I34.png,1.4 KADID-10k/images/I34_16_01.png,Brighten,KADID-10k/images/I34.png,4.47 KADID-10k/images/I34_16_02.png,Brighten,KADID-10k/images/I34.png,4.2 KADID-10k/images/I34_16_03.png,Brighten,KADID-10k/images/I34.png,3.1 KADID-10k/images/I34_16_04.png,Brighten,KADID-10k/images/I34.png,2.13 KADID-10k/images/I34_16_05.png,Brighten,KADID-10k/images/I34.png,1.57 KADID-10k/images/I34_17_01.png,Darken,KADID-10k/images/I34.png,4.63 KADID-10k/images/I34_17_02.png,Darken,KADID-10k/images/I34.png,4.6 KADID-10k/images/I34_17_03.png,Darken,KADID-10k/images/I34.png,3.8 KADID-10k/images/I34_17_04.png,Darken,KADID-10k/images/I34.png,3.43 KADID-10k/images/I34_17_05.png,Darken,KADID-10k/images/I34.png,2 KADID-10k/images/I34_18_01.png,Mean_Shift,KADID-10k/images/I34.png,3.83 KADID-10k/images/I34_18_02.png,Mean_Shift,KADID-10k/images/I34.png,4.63 KADID-10k/images/I34_18_03.png,Mean_Shift,KADID-10k/images/I34.png,4.66 KADID-10k/images/I34_18_04.png,Mean_Shift,KADID-10k/images/I34.png,4.33 KADID-10k/images/I34_18_05.png,Mean_Shift,KADID-10k/images/I34.png,3.67 KADID-10k/images/I34_19_01.png,Jitter,KADID-10k/images/I34.png,4.4 KADID-10k/images/I34_19_02.png,Jitter,KADID-10k/images/I34.png,4.2 KADID-10k/images/I34_19_03.png,Jitter,KADID-10k/images/I34.png,3.65 KADID-10k/images/I34_19_04.png,Jitter,KADID-10k/images/I34.png,1.77 KADID-10k/images/I34_19_05.png,Jitter,KADID-10k/images/I34.png,1.37 KADID-10k/images/I34_20_01.png,Non-eccentricity_patch,KADID-10k/images/I34.png,4.5 KADID-10k/images/I34_20_02.png,Non-eccentricity_patch,KADID-10k/images/I34.png,3.93 KADID-10k/images/I34_20_03.png,Non-eccentricity_patch,KADID-10k/images/I34.png,4.07 KADID-10k/images/I34_20_04.png,Non-eccentricity_patch,KADID-10k/images/I34.png,3.4 KADID-10k/images/I34_20_05.png,Non-eccentricity_patch,KADID-10k/images/I34.png,3.4 KADID-10k/images/I34_21_01.png,Pixelate,KADID-10k/images/I34.png,4.17 KADID-10k/images/I34_21_02.png,Pixelate,KADID-10k/images/I34.png,3.4 KADID-10k/images/I34_21_03.png,Pixelate,KADID-10k/images/I34.png,2.83 KADID-10k/images/I34_21_04.png,Pixelate,KADID-10k/images/I34.png,2.67 KADID-10k/images/I34_21_05.png,Pixelate,KADID-10k/images/I34.png,1.5 KADID-10k/images/I34_22_01.png,Quantization,KADID-10k/images/I34.png,4.37 KADID-10k/images/I34_22_02.png,Quantization,KADID-10k/images/I34.png,4.47 KADID-10k/images/I34_22_03.png,Quantization,KADID-10k/images/I34.png,3.87 KADID-10k/images/I34_22_04.png,Quantization,KADID-10k/images/I34.png,3.43 KADID-10k/images/I34_22_05.png,Quantization,KADID-10k/images/I34.png,2.23 KADID-10k/images/I34_23_01.png,Color_Block,KADID-10k/images/I34.png,2.3 KADID-10k/images/I34_23_02.png,Color_Block,KADID-10k/images/I34.png,2.33 KADID-10k/images/I34_23_03.png,Color_Block,KADID-10k/images/I34.png,2.37 KADID-10k/images/I34_23_04.png,Color_Block,KADID-10k/images/I34.png,2.07 KADID-10k/images/I34_23_05.png,Color_Block,KADID-10k/images/I34.png,1.63 KADID-10k/images/I34_24_01.png,High_Sharpen,KADID-10k/images/I34.png,3.7 KADID-10k/images/I34_24_02.png,High_Sharpen,KADID-10k/images/I34.png,2.83 KADID-10k/images/I34_24_03.png,High_Sharpen,KADID-10k/images/I34.png,2.43 KADID-10k/images/I34_24_04.png,High_Sharpen,KADID-10k/images/I34.png,1.6 KADID-10k/images/I34_24_05.png,High_Sharpen,KADID-10k/images/I34.png,1.27 KADID-10k/images/I34_25_01.png,Contrast Dist.,KADID-10k/images/I34.png,3.03 KADID-10k/images/I34_25_02.png,Contrast Dist.,KADID-10k/images/I34.png,3.43 KADID-10k/images/I34_25_03.png,Contrast Dist.,KADID-10k/images/I34.png,4.27 KADID-10k/images/I34_25_04.png,Contrast Dist.,KADID-10k/images/I34.png,4 KADID-10k/images/I34_25_05.png,Contrast Dist.,KADID-10k/images/I34.png,2.63 KADID-10k/images/I35_01_01.png,GBLUR,KADID-10k/images/I35.png,4.53 KADID-10k/images/I35_01_02.png,GBLUR,KADID-10k/images/I35.png,4.5 KADID-10k/images/I35_01_03.png,GBLUR,KADID-10k/images/I35.png,3.2 KADID-10k/images/I35_01_04.png,GBLUR,KADID-10k/images/I35.png,1.97 KADID-10k/images/I35_01_05.png,GBLUR,KADID-10k/images/I35.png,1.33 KADID-10k/images/I35_02_01.png,Lens_Blur,KADID-10k/images/I35.png,4.33 KADID-10k/images/I35_02_02.png,Lens_Blur,KADID-10k/images/I35.png,3.03 KADID-10k/images/I35_02_03.png,Lens_Blur,KADID-10k/images/I35.png,1.9 KADID-10k/images/I35_02_04.png,Lens_Blur,KADID-10k/images/I35.png,1.37 KADID-10k/images/I35_02_05.png,Lens_Blur,KADID-10k/images/I35.png,1.5 KADID-10k/images/I35_03_01.png,Motion_Blur,KADID-10k/images/I35.png,4.7 KADID-10k/images/I35_03_02.png,Motion_Blur,KADID-10k/images/I35.png,4.53 KADID-10k/images/I35_03_03.png,Motion_Blur,KADID-10k/images/I35.png,2.97 KADID-10k/images/I35_03_04.png,Motion_Blur,KADID-10k/images/I35.png,2.47 KADID-10k/images/I35_03_05.png,Motion_Blur,KADID-10k/images/I35.png,1.9 KADID-10k/images/I35_04_01.png,Color_Diffusion,KADID-10k/images/I35.png,4.63 KADID-10k/images/I35_04_02.png,Color_Diffusion,KADID-10k/images/I35.png,2.43 KADID-10k/images/I35_04_03.png,Color_Diffusion,KADID-10k/images/I35.png,1.8 KADID-10k/images/I35_04_04.png,Color_Diffusion,KADID-10k/images/I35.png,1.97 KADID-10k/images/I35_04_05.png,Color_Diffusion,KADID-10k/images/I35.png,1.77 KADID-10k/images/I35_05_01.png,Color_Shift,KADID-10k/images/I35.png,4.23 KADID-10k/images/I35_05_02.png,Color_Shift,KADID-10k/images/I35.png,3.4 KADID-10k/images/I35_05_03.png,Color_Shift,KADID-10k/images/I35.png,2.3 KADID-10k/images/I35_05_04.png,Color_Shift,KADID-10k/images/I35.png,2.63 KADID-10k/images/I35_05_05.png,Color_Shift,KADID-10k/images/I35.png,2.8 KADID-10k/images/I35_06_01.png,Color_Quantization,KADID-10k/images/I35.png,4.17 KADID-10k/images/I35_06_02.png,Color_Quantization,KADID-10k/images/I35.png,3.93 KADID-10k/images/I35_06_03.png,Color_Quantization,KADID-10k/images/I35.png,3.47 KADID-10k/images/I35_06_04.png,Color_Quantization,KADID-10k/images/I35.png,2.97 KADID-10k/images/I35_06_05.png,Color_Quantization,KADID-10k/images/I35.png,2.7 KADID-10k/images/I35_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I35.png,2.93 KADID-10k/images/I35_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I35.png,2.27 KADID-10k/images/I35_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I35.png,2.07 KADID-10k/images/I35_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I35.png,2.43 KADID-10k/images/I35_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I35.png,2.47 KADID-10k/images/I35_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I35.png,4.5 KADID-10k/images/I35_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I35.png,3.83 KADID-10k/images/I35_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I35.png,2.87 KADID-10k/images/I35_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I35.png,2.43 KADID-10k/images/I35_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I35.png,1.47 KADID-10k/images/I35_09_01.png,JP2K,KADID-10k/images/I35.png,4.77 KADID-10k/images/I35_09_02.png,JP2K,KADID-10k/images/I35.png,4.73 KADID-10k/images/I35_09_03.png,JP2K,KADID-10k/images/I35.png,4 KADID-10k/images/I35_09_04.png,JP2K,KADID-10k/images/I35.png,2.53 KADID-10k/images/I35_09_05.png,JP2K,KADID-10k/images/I35.png,1.3 KADID-10k/images/I35_10_01.png,JPEG,KADID-10k/images/I35.png,4.53 KADID-10k/images/I35_10_02.png,JPEG,KADID-10k/images/I35.png,4.43 KADID-10k/images/I35_10_03.png,JPEG,KADID-10k/images/I35.png,4.07 KADID-10k/images/I35_10_04.png,JPEG,KADID-10k/images/I35.png,1.8 KADID-10k/images/I35_10_05.png,JPEG,KADID-10k/images/I35.png,1.47 KADID-10k/images/I35_11_01.png,AWGN,KADID-10k/images/I35.png,3.8 KADID-10k/images/I35_11_02.png,AWGN,KADID-10k/images/I35.png,3.23 KADID-10k/images/I35_11_03.png,AWGN,KADID-10k/images/I35.png,3.2 KADID-10k/images/I35_11_04.png,AWGN,KADID-10k/images/I35.png,2.47 KADID-10k/images/I35_11_05.png,AWGN,KADID-10k/images/I35.png,2.4 KADID-10k/images/I35_12_01.png,AWGN_YCbCr,KADID-10k/images/I35.png,4.47 KADID-10k/images/I35_12_02.png,AWGN_YCbCr,KADID-10k/images/I35.png,3.63 KADID-10k/images/I35_12_03.png,AWGN_YCbCr,KADID-10k/images/I35.png,2.7 KADID-10k/images/I35_12_04.png,AWGN_YCbCr,KADID-10k/images/I35.png,2.6 KADID-10k/images/I35_12_05.png,AWGN_YCbCr,KADID-10k/images/I35.png,2.17 KADID-10k/images/I35_13_01.png,Impulse_Noise,KADID-10k/images/I35.png,3.53 KADID-10k/images/I35_13_02.png,Impulse_Noise,KADID-10k/images/I35.png,3.03 KADID-10k/images/I35_13_03.png,Impulse_Noise,KADID-10k/images/I35.png,2.73 KADID-10k/images/I35_13_04.png,Impulse_Noise,KADID-10k/images/I35.png,2.2 KADID-10k/images/I35_13_05.png,Impulse_Noise,KADID-10k/images/I35.png,2.3 KADID-10k/images/I35_14_01.png,Multiplicative_Noise,KADID-10k/images/I35.png,4.27 KADID-10k/images/I35_14_02.png,Multiplicative_Noise,KADID-10k/images/I35.png,3.23 KADID-10k/images/I35_14_03.png,Multiplicative_Noise,KADID-10k/images/I35.png,2.77 KADID-10k/images/I35_14_04.png,Multiplicative_Noise,KADID-10k/images/I35.png,2.6 KADID-10k/images/I35_14_05.png,Multiplicative_Noise,KADID-10k/images/I35.png,2 KADID-10k/images/I35_15_01.png,Denoising,KADID-10k/images/I35.png,4.27 KADID-10k/images/I35_15_02.png,Denoising,KADID-10k/images/I35.png,3.13 KADID-10k/images/I35_15_03.png,Denoising,KADID-10k/images/I35.png,2.53 KADID-10k/images/I35_15_04.png,Denoising,KADID-10k/images/I35.png,2.1 KADID-10k/images/I35_15_05.png,Denoising,KADID-10k/images/I35.png,1.63 KADID-10k/images/I35_16_01.png,Brighten,KADID-10k/images/I35.png,4.73 KADID-10k/images/I35_16_02.png,Brighten,KADID-10k/images/I35.png,4.7 KADID-10k/images/I35_16_03.png,Brighten,KADID-10k/images/I35.png,3.8 KADID-10k/images/I35_16_04.png,Brighten,KADID-10k/images/I35.png,2.57 KADID-10k/images/I35_16_05.png,Brighten,KADID-10k/images/I35.png,1.73 KADID-10k/images/I35_17_01.png,Darken,KADID-10k/images/I35.png,4.8 KADID-10k/images/I35_17_02.png,Darken,KADID-10k/images/I35.png,4.77 KADID-10k/images/I35_17_03.png,Darken,KADID-10k/images/I35.png,4.63 KADID-10k/images/I35_17_04.png,Darken,KADID-10k/images/I35.png,4.13 KADID-10k/images/I35_17_05.png,Darken,KADID-10k/images/I35.png,2.57 KADID-10k/images/I35_18_01.png,Mean_Shift,KADID-10k/images/I35.png,4.23 KADID-10k/images/I35_18_02.png,Mean_Shift,KADID-10k/images/I35.png,4.7 KADID-10k/images/I35_18_03.png,Mean_Shift,KADID-10k/images/I35.png,4.73 KADID-10k/images/I35_18_04.png,Mean_Shift,KADID-10k/images/I35.png,4.6 KADID-10k/images/I35_18_05.png,Mean_Shift,KADID-10k/images/I35.png,4.4 KADID-10k/images/I35_19_01.png,Jitter,KADID-10k/images/I35.png,4.67 KADID-10k/images/I35_19_02.png,Jitter,KADID-10k/images/I35.png,4.43 KADID-10k/images/I35_19_03.png,Jitter,KADID-10k/images/I35.png,3.47 KADID-10k/images/I35_19_04.png,Jitter,KADID-10k/images/I35.png,2.17 KADID-10k/images/I35_19_05.png,Jitter,KADID-10k/images/I35.png,1.53 KADID-10k/images/I35_20_01.png,Non-eccentricity_patch,KADID-10k/images/I35.png,4.67 KADID-10k/images/I35_20_02.png,Non-eccentricity_patch,KADID-10k/images/I35.png,3.87 KADID-10k/images/I35_20_03.png,Non-eccentricity_patch,KADID-10k/images/I35.png,3.81 KADID-10k/images/I35_20_04.png,Non-eccentricity_patch,KADID-10k/images/I35.png,3.67 KADID-10k/images/I35_20_05.png,Non-eccentricity_patch,KADID-10k/images/I35.png,3.13 KADID-10k/images/I35_21_01.png,Pixelate,KADID-10k/images/I35.png,4.37 KADID-10k/images/I35_21_02.png,Pixelate,KADID-10k/images/I35.png,3.37 KADID-10k/images/I35_21_03.png,Pixelate,KADID-10k/images/I35.png,3.43 KADID-10k/images/I35_21_04.png,Pixelate,KADID-10k/images/I35.png,2.93 KADID-10k/images/I35_21_05.png,Pixelate,KADID-10k/images/I35.png,1.55 KADID-10k/images/I35_22_01.png,Quantization,KADID-10k/images/I35.png,3.83 KADID-10k/images/I35_22_02.png,Quantization,KADID-10k/images/I35.png,3.93 KADID-10k/images/I35_22_03.png,Quantization,KADID-10k/images/I35.png,3.13 KADID-10k/images/I35_22_04.png,Quantization,KADID-10k/images/I35.png,3 KADID-10k/images/I35_22_05.png,Quantization,KADID-10k/images/I35.png,2.37 KADID-10k/images/I35_23_01.png,Color_Block,KADID-10k/images/I35.png,2.6 KADID-10k/images/I35_23_02.png,Color_Block,KADID-10k/images/I35.png,3.17 KADID-10k/images/I35_23_03.png,Color_Block,KADID-10k/images/I35.png,2.63 KADID-10k/images/I35_23_04.png,Color_Block,KADID-10k/images/I35.png,2.57 KADID-10k/images/I35_23_05.png,Color_Block,KADID-10k/images/I35.png,2.3 KADID-10k/images/I35_24_01.png,High_Sharpen,KADID-10k/images/I35.png,3.63 KADID-10k/images/I35_24_02.png,High_Sharpen,KADID-10k/images/I35.png,3.03 KADID-10k/images/I35_24_03.png,High_Sharpen,KADID-10k/images/I35.png,2.17 KADID-10k/images/I35_24_04.png,High_Sharpen,KADID-10k/images/I35.png,1.67 KADID-10k/images/I35_24_05.png,High_Sharpen,KADID-10k/images/I35.png,1.4 KADID-10k/images/I35_25_01.png,Contrast Dist.,KADID-10k/images/I35.png,3.53 KADID-10k/images/I35_25_02.png,Contrast Dist.,KADID-10k/images/I35.png,4.37 KADID-10k/images/I35_25_03.png,Contrast Dist.,KADID-10k/images/I35.png,4.6 KADID-10k/images/I35_25_04.png,Contrast Dist.,KADID-10k/images/I35.png,4.47 KADID-10k/images/I35_25_05.png,Contrast Dist.,KADID-10k/images/I35.png,3.8 KADID-10k/images/I36_01_01.png,GBLUR,KADID-10k/images/I36.png,4.63 KADID-10k/images/I36_01_02.png,GBLUR,KADID-10k/images/I36.png,4.53 KADID-10k/images/I36_01_03.png,GBLUR,KADID-10k/images/I36.png,3.5 KADID-10k/images/I36_01_04.png,GBLUR,KADID-10k/images/I36.png,2.1 KADID-10k/images/I36_01_05.png,GBLUR,KADID-10k/images/I36.png,1.27 KADID-10k/images/I36_02_01.png,Lens_Blur,KADID-10k/images/I36.png,4.23 KADID-10k/images/I36_02_02.png,Lens_Blur,KADID-10k/images/I36.png,3.07 KADID-10k/images/I36_02_03.png,Lens_Blur,KADID-10k/images/I36.png,2.07 KADID-10k/images/I36_02_04.png,Lens_Blur,KADID-10k/images/I36.png,1.57 KADID-10k/images/I36_02_05.png,Lens_Blur,KADID-10k/images/I36.png,1.26 KADID-10k/images/I36_03_01.png,Motion_Blur,KADID-10k/images/I36.png,4.7 KADID-10k/images/I36_03_02.png,Motion_Blur,KADID-10k/images/I36.png,4.5 KADID-10k/images/I36_03_03.png,Motion_Blur,KADID-10k/images/I36.png,3.13 KADID-10k/images/I36_03_04.png,Motion_Blur,KADID-10k/images/I36.png,2.07 KADID-10k/images/I36_03_05.png,Motion_Blur,KADID-10k/images/I36.png,2.03 KADID-10k/images/I36_04_01.png,Color_Diffusion,KADID-10k/images/I36.png,4.53 KADID-10k/images/I36_04_02.png,Color_Diffusion,KADID-10k/images/I36.png,1.9 KADID-10k/images/I36_04_03.png,Color_Diffusion,KADID-10k/images/I36.png,1.29 KADID-10k/images/I36_04_04.png,Color_Diffusion,KADID-10k/images/I36.png,1.13 KADID-10k/images/I36_04_05.png,Color_Diffusion,KADID-10k/images/I36.png,1.2 KADID-10k/images/I36_05_01.png,Color_Shift,KADID-10k/images/I36.png,4.7 KADID-10k/images/I36_05_02.png,Color_Shift,KADID-10k/images/I36.png,3.87 KADID-10k/images/I36_05_03.png,Color_Shift,KADID-10k/images/I36.png,2.7 KADID-10k/images/I36_05_04.png,Color_Shift,KADID-10k/images/I36.png,2.87 KADID-10k/images/I36_05_05.png,Color_Shift,KADID-10k/images/I36.png,2.8 KADID-10k/images/I36_06_01.png,Color_Quantization,KADID-10k/images/I36.png,4.2 KADID-10k/images/I36_06_02.png,Color_Quantization,KADID-10k/images/I36.png,4.23 KADID-10k/images/I36_06_03.png,Color_Quantization,KADID-10k/images/I36.png,4.03 KADID-10k/images/I36_06_04.png,Color_Quantization,KADID-10k/images/I36.png,3.23 KADID-10k/images/I36_06_05.png,Color_Quantization,KADID-10k/images/I36.png,2.87 KADID-10k/images/I36_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I36.png,2.47 KADID-10k/images/I36_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I36.png,1.93 KADID-10k/images/I36_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I36.png,2.03 KADID-10k/images/I36_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I36.png,2.4 KADID-10k/images/I36_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I36.png,2.1 KADID-10k/images/I36_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I36.png,4.73 KADID-10k/images/I36_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I36.png,3.23 KADID-10k/images/I36_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I36.png,2.3 KADID-10k/images/I36_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I36.png,1.8 KADID-10k/images/I36_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I36.png,1.73 KADID-10k/images/I36_09_01.png,JP2K,KADID-10k/images/I36.png,4.8 KADID-10k/images/I36_09_02.png,JP2K,KADID-10k/images/I36.png,4.27 KADID-10k/images/I36_09_03.png,JP2K,KADID-10k/images/I36.png,3.67 KADID-10k/images/I36_09_04.png,JP2K,KADID-10k/images/I36.png,1.97 KADID-10k/images/I36_09_05.png,JP2K,KADID-10k/images/I36.png,1.43 KADID-10k/images/I36_10_01.png,JPEG,KADID-10k/images/I36.png,4.33 KADID-10k/images/I36_10_02.png,JPEG,KADID-10k/images/I36.png,4.43 KADID-10k/images/I36_10_03.png,JPEG,KADID-10k/images/I36.png,4.17 KADID-10k/images/I36_10_04.png,JPEG,KADID-10k/images/I36.png,2.07 KADID-10k/images/I36_10_05.png,JPEG,KADID-10k/images/I36.png,1.43 KADID-10k/images/I36_11_01.png,AWGN,KADID-10k/images/I36.png,4.5 KADID-10k/images/I36_11_02.png,AWGN,KADID-10k/images/I36.png,3.43 KADID-10k/images/I36_11_03.png,AWGN,KADID-10k/images/I36.png,2.97 KADID-10k/images/I36_11_04.png,AWGN,KADID-10k/images/I36.png,3.1 KADID-10k/images/I36_11_05.png,AWGN,KADID-10k/images/I36.png,2.27 KADID-10k/images/I36_12_01.png,AWGN_YCbCr,KADID-10k/images/I36.png,4.73 KADID-10k/images/I36_12_02.png,AWGN_YCbCr,KADID-10k/images/I36.png,4.03 KADID-10k/images/I36_12_03.png,AWGN_YCbCr,KADID-10k/images/I36.png,3.4 KADID-10k/images/I36_12_04.png,AWGN_YCbCr,KADID-10k/images/I36.png,2.57 KADID-10k/images/I36_12_05.png,AWGN_YCbCr,KADID-10k/images/I36.png,2.53 KADID-10k/images/I36_13_01.png,Impulse_Noise,KADID-10k/images/I36.png,3.5 KADID-10k/images/I36_13_02.png,Impulse_Noise,KADID-10k/images/I36.png,2.67 KADID-10k/images/I36_13_03.png,Impulse_Noise,KADID-10k/images/I36.png,2.47 KADID-10k/images/I36_13_04.png,Impulse_Noise,KADID-10k/images/I36.png,2.23 KADID-10k/images/I36_13_05.png,Impulse_Noise,KADID-10k/images/I36.png,1.94 KADID-10k/images/I36_14_01.png,Multiplicative_Noise,KADID-10k/images/I36.png,4.73 KADID-10k/images/I36_14_02.png,Multiplicative_Noise,KADID-10k/images/I36.png,3.93 KADID-10k/images/I36_14_03.png,Multiplicative_Noise,KADID-10k/images/I36.png,3.33 KADID-10k/images/I36_14_04.png,Multiplicative_Noise,KADID-10k/images/I36.png,3.17 KADID-10k/images/I36_14_05.png,Multiplicative_Noise,KADID-10k/images/I36.png,2.2 KADID-10k/images/I36_15_01.png,Denoising,KADID-10k/images/I36.png,4.23 KADID-10k/images/I36_15_02.png,Denoising,KADID-10k/images/I36.png,3.23 KADID-10k/images/I36_15_03.png,Denoising,KADID-10k/images/I36.png,2.43 KADID-10k/images/I36_15_04.png,Denoising,KADID-10k/images/I36.png,1.43 KADID-10k/images/I36_15_05.png,Denoising,KADID-10k/images/I36.png,1.42 KADID-10k/images/I36_16_01.png,Brighten,KADID-10k/images/I36.png,4.77 KADID-10k/images/I36_16_02.png,Brighten,KADID-10k/images/I36.png,4.67 KADID-10k/images/I36_16_03.png,Brighten,KADID-10k/images/I36.png,4.17 KADID-10k/images/I36_16_04.png,Brighten,KADID-10k/images/I36.png,3.53 KADID-10k/images/I36_16_05.png,Brighten,KADID-10k/images/I36.png,2.5 KADID-10k/images/I36_17_01.png,Darken,KADID-10k/images/I36.png,4.77 KADID-10k/images/I36_17_02.png,Darken,KADID-10k/images/I36.png,4.63 KADID-10k/images/I36_17_03.png,Darken,KADID-10k/images/I36.png,4.5 KADID-10k/images/I36_17_04.png,Darken,KADID-10k/images/I36.png,3.5 KADID-10k/images/I36_17_05.png,Darken,KADID-10k/images/I36.png,1.93 KADID-10k/images/I36_18_01.png,Mean_Shift,KADID-10k/images/I36.png,4.57 KADID-10k/images/I36_18_02.png,Mean_Shift,KADID-10k/images/I36.png,4.77 KADID-10k/images/I36_18_03.png,Mean_Shift,KADID-10k/images/I36.png,4.67 KADID-10k/images/I36_18_04.png,Mean_Shift,KADID-10k/images/I36.png,4.3 KADID-10k/images/I36_18_05.png,Mean_Shift,KADID-10k/images/I36.png,4.27 KADID-10k/images/I36_19_01.png,Jitter,KADID-10k/images/I36.png,4.77 KADID-10k/images/I36_19_02.png,Jitter,KADID-10k/images/I36.png,3.8 KADID-10k/images/I36_19_03.png,Jitter,KADID-10k/images/I36.png,3.07 KADID-10k/images/I36_19_04.png,Jitter,KADID-10k/images/I36.png,1.7 KADID-10k/images/I36_19_05.png,Jitter,KADID-10k/images/I36.png,1.37 KADID-10k/images/I36_20_01.png,Non-eccentricity_patch,KADID-10k/images/I36.png,4.67 KADID-10k/images/I36_20_02.png,Non-eccentricity_patch,KADID-10k/images/I36.png,4.2 KADID-10k/images/I36_20_03.png,Non-eccentricity_patch,KADID-10k/images/I36.png,4.6 KADID-10k/images/I36_20_04.png,Non-eccentricity_patch,KADID-10k/images/I36.png,3.63 KADID-10k/images/I36_20_05.png,Non-eccentricity_patch,KADID-10k/images/I36.png,3.63 KADID-10k/images/I36_21_01.png,Pixelate,KADID-10k/images/I36.png,4.27 KADID-10k/images/I36_21_02.png,Pixelate,KADID-10k/images/I36.png,3.67 KADID-10k/images/I36_21_03.png,Pixelate,KADID-10k/images/I36.png,3.1 KADID-10k/images/I36_21_04.png,Pixelate,KADID-10k/images/I36.png,3.07 KADID-10k/images/I36_21_05.png,Pixelate,KADID-10k/images/I36.png,1.5 KADID-10k/images/I36_22_01.png,Quantization,KADID-10k/images/I36.png,4.6 KADID-10k/images/I36_22_02.png,Quantization,KADID-10k/images/I36.png,4.6 KADID-10k/images/I36_22_03.png,Quantization,KADID-10k/images/I36.png,4.67 KADID-10k/images/I36_22_04.png,Quantization,KADID-10k/images/I36.png,4.37 KADID-10k/images/I36_22_05.png,Quantization,KADID-10k/images/I36.png,3.5 KADID-10k/images/I36_23_01.png,Color_Block,KADID-10k/images/I36.png,2.7 KADID-10k/images/I36_23_02.png,Color_Block,KADID-10k/images/I36.png,2.37 KADID-10k/images/I36_23_03.png,Color_Block,KADID-10k/images/I36.png,2.83 KADID-10k/images/I36_23_04.png,Color_Block,KADID-10k/images/I36.png,1.83 KADID-10k/images/I36_23_05.png,Color_Block,KADID-10k/images/I36.png,2.13 KADID-10k/images/I36_24_01.png,High_Sharpen,KADID-10k/images/I36.png,3.9 KADID-10k/images/I36_24_02.png,High_Sharpen,KADID-10k/images/I36.png,2.9 KADID-10k/images/I36_24_03.png,High_Sharpen,KADID-10k/images/I36.png,2.47 KADID-10k/images/I36_24_04.png,High_Sharpen,KADID-10k/images/I36.png,1.4 KADID-10k/images/I36_24_05.png,High_Sharpen,KADID-10k/images/I36.png,1.33 KADID-10k/images/I36_25_01.png,Contrast Dist.,KADID-10k/images/I36.png,3.87 KADID-10k/images/I36_25_02.png,Contrast Dist.,KADID-10k/images/I36.png,4.2 KADID-10k/images/I36_25_03.png,Contrast Dist.,KADID-10k/images/I36.png,4.6 KADID-10k/images/I36_25_04.png,Contrast Dist.,KADID-10k/images/I36.png,4.4 KADID-10k/images/I36_25_05.png,Contrast Dist.,KADID-10k/images/I36.png,4.1 KADID-10k/images/I37_01_01.png,GBLUR,KADID-10k/images/I37.png,4.77 KADID-10k/images/I37_01_02.png,GBLUR,KADID-10k/images/I37.png,4.1 KADID-10k/images/I37_01_03.png,GBLUR,KADID-10k/images/I37.png,2.87 KADID-10k/images/I37_01_04.png,GBLUR,KADID-10k/images/I37.png,1.53 KADID-10k/images/I37_01_05.png,GBLUR,KADID-10k/images/I37.png,1.33 KADID-10k/images/I37_02_01.png,Lens_Blur,KADID-10k/images/I37.png,3.77 KADID-10k/images/I37_02_02.png,Lens_Blur,KADID-10k/images/I37.png,2.03 KADID-10k/images/I37_02_03.png,Lens_Blur,KADID-10k/images/I37.png,1.4 KADID-10k/images/I37_02_04.png,Lens_Blur,KADID-10k/images/I37.png,1.23 KADID-10k/images/I37_02_05.png,Lens_Blur,KADID-10k/images/I37.png,1.37 KADID-10k/images/I37_03_01.png,Motion_Blur,KADID-10k/images/I37.png,4.57 KADID-10k/images/I37_03_02.png,Motion_Blur,KADID-10k/images/I37.png,4.23 KADID-10k/images/I37_03_03.png,Motion_Blur,KADID-10k/images/I37.png,2.9 KADID-10k/images/I37_03_04.png,Motion_Blur,KADID-10k/images/I37.png,2.13 KADID-10k/images/I37_03_05.png,Motion_Blur,KADID-10k/images/I37.png,1.6 KADID-10k/images/I37_04_01.png,Color_Diffusion,KADID-10k/images/I37.png,4.43 KADID-10k/images/I37_04_02.png,Color_Diffusion,KADID-10k/images/I37.png,2.87 KADID-10k/images/I37_04_03.png,Color_Diffusion,KADID-10k/images/I37.png,1.93 KADID-10k/images/I37_04_04.png,Color_Diffusion,KADID-10k/images/I37.png,1.83 KADID-10k/images/I37_04_05.png,Color_Diffusion,KADID-10k/images/I37.png,1.4 KADID-10k/images/I37_05_01.png,Color_Shift,KADID-10k/images/I37.png,4.3 KADID-10k/images/I37_05_02.png,Color_Shift,KADID-10k/images/I37.png,2.37 KADID-10k/images/I37_05_03.png,Color_Shift,KADID-10k/images/I37.png,1.63 KADID-10k/images/I37_05_04.png,Color_Shift,KADID-10k/images/I37.png,1.8 KADID-10k/images/I37_05_05.png,Color_Shift,KADID-10k/images/I37.png,1.83 KADID-10k/images/I37_06_01.png,Color_Quantization,KADID-10k/images/I37.png,4.03 KADID-10k/images/I37_06_02.png,Color_Quantization,KADID-10k/images/I37.png,3.97 KADID-10k/images/I37_06_03.png,Color_Quantization,KADID-10k/images/I37.png,4.27 KADID-10k/images/I37_06_04.png,Color_Quantization,KADID-10k/images/I37.png,3.23 KADID-10k/images/I37_06_05.png,Color_Quantization,KADID-10k/images/I37.png,2.97 KADID-10k/images/I37_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I37.png,3.07 KADID-10k/images/I37_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I37.png,2.47 KADID-10k/images/I37_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I37.png,2.13 KADID-10k/images/I37_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I37.png,2.17 KADID-10k/images/I37_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I37.png,1.83 KADID-10k/images/I37_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I37.png,4.67 KADID-10k/images/I37_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I37.png,3.58 KADID-10k/images/I37_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I37.png,2.93 KADID-10k/images/I37_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I37.png,1.93 KADID-10k/images/I37_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I37.png,1.83 KADID-10k/images/I37_09_01.png,JP2K,KADID-10k/images/I37.png,4.47 KADID-10k/images/I37_09_02.png,JP2K,KADID-10k/images/I37.png,3.93 KADID-10k/images/I37_09_03.png,JP2K,KADID-10k/images/I37.png,3.3 KADID-10k/images/I37_09_04.png,JP2K,KADID-10k/images/I37.png,2.23 KADID-10k/images/I37_09_05.png,JP2K,KADID-10k/images/I37.png,1.17 KADID-10k/images/I37_10_01.png,JPEG,KADID-10k/images/I37.png,4.03 KADID-10k/images/I37_10_02.png,JPEG,KADID-10k/images/I37.png,3.9 KADID-10k/images/I37_10_03.png,JPEG,KADID-10k/images/I37.png,3.53 KADID-10k/images/I37_10_04.png,JPEG,KADID-10k/images/I37.png,1.77 KADID-10k/images/I37_10_05.png,JPEG,KADID-10k/images/I37.png,1.13 KADID-10k/images/I37_11_01.png,AWGN,KADID-10k/images/I37.png,3.07 KADID-10k/images/I37_11_02.png,AWGN,KADID-10k/images/I37.png,3 KADID-10k/images/I37_11_03.png,AWGN,KADID-10k/images/I37.png,2.83 KADID-10k/images/I37_11_04.png,AWGN,KADID-10k/images/I37.png,2.37 KADID-10k/images/I37_11_05.png,AWGN,KADID-10k/images/I37.png,1.83 KADID-10k/images/I37_12_01.png,AWGN_YCbCr,KADID-10k/images/I37.png,4.25 KADID-10k/images/I37_12_02.png,AWGN_YCbCr,KADID-10k/images/I37.png,3.27 KADID-10k/images/I37_12_03.png,AWGN_YCbCr,KADID-10k/images/I37.png,2.87 KADID-10k/images/I37_12_04.png,AWGN_YCbCr,KADID-10k/images/I37.png,2.3 KADID-10k/images/I37_12_05.png,AWGN_YCbCr,KADID-10k/images/I37.png,2 KADID-10k/images/I37_13_01.png,Impulse_Noise,KADID-10k/images/I37.png,3.47 KADID-10k/images/I37_13_02.png,Impulse_Noise,KADID-10k/images/I37.png,2.97 KADID-10k/images/I37_13_03.png,Impulse_Noise,KADID-10k/images/I37.png,2.3 KADID-10k/images/I37_13_04.png,Impulse_Noise,KADID-10k/images/I37.png,2.33 KADID-10k/images/I37_13_05.png,Impulse_Noise,KADID-10k/images/I37.png,2.1 KADID-10k/images/I37_14_01.png,Multiplicative_Noise,KADID-10k/images/I37.png,3.63 KADID-10k/images/I37_14_02.png,Multiplicative_Noise,KADID-10k/images/I37.png,2.67 KADID-10k/images/I37_14_03.png,Multiplicative_Noise,KADID-10k/images/I37.png,2.67 KADID-10k/images/I37_14_04.png,Multiplicative_Noise,KADID-10k/images/I37.png,2.03 KADID-10k/images/I37_14_05.png,Multiplicative_Noise,KADID-10k/images/I37.png,1.6 KADID-10k/images/I37_15_01.png,Denoising,KADID-10k/images/I37.png,3.9 KADID-10k/images/I37_15_02.png,Denoising,KADID-10k/images/I37.png,2.5 KADID-10k/images/I37_15_03.png,Denoising,KADID-10k/images/I37.png,1.87 KADID-10k/images/I37_15_04.png,Denoising,KADID-10k/images/I37.png,1.37 KADID-10k/images/I37_15_05.png,Denoising,KADID-10k/images/I37.png,1.23 KADID-10k/images/I37_16_01.png,Brighten,KADID-10k/images/I37.png,4.43 KADID-10k/images/I37_16_02.png,Brighten,KADID-10k/images/I37.png,4.27 KADID-10k/images/I37_16_03.png,Brighten,KADID-10k/images/I37.png,3.1 KADID-10k/images/I37_16_04.png,Brighten,KADID-10k/images/I37.png,2.43 KADID-10k/images/I37_16_05.png,Brighten,KADID-10k/images/I37.png,1.23 KADID-10k/images/I37_17_01.png,Darken,KADID-10k/images/I37.png,4.67 KADID-10k/images/I37_17_02.png,Darken,KADID-10k/images/I37.png,4.27 KADID-10k/images/I37_17_03.png,Darken,KADID-10k/images/I37.png,4.2 KADID-10k/images/I37_17_04.png,Darken,KADID-10k/images/I37.png,3.27 KADID-10k/images/I37_17_05.png,Darken,KADID-10k/images/I37.png,2.63 KADID-10k/images/I37_18_01.png,Mean_Shift,KADID-10k/images/I37.png,4.17 KADID-10k/images/I37_18_02.png,Mean_Shift,KADID-10k/images/I37.png,4.53 KADID-10k/images/I37_18_03.png,Mean_Shift,KADID-10k/images/I37.png,4.5 KADID-10k/images/I37_18_04.png,Mean_Shift,KADID-10k/images/I37.png,4.6 KADID-10k/images/I37_18_05.png,Mean_Shift,KADID-10k/images/I37.png,4.3 KADID-10k/images/I37_19_01.png,Jitter,KADID-10k/images/I37.png,4.5 KADID-10k/images/I37_19_02.png,Jitter,KADID-10k/images/I37.png,4.3 KADID-10k/images/I37_19_03.png,Jitter,KADID-10k/images/I37.png,3.17 KADID-10k/images/I37_19_04.png,Jitter,KADID-10k/images/I37.png,1.53 KADID-10k/images/I37_19_05.png,Jitter,KADID-10k/images/I37.png,1.2 KADID-10k/images/I37_20_01.png,Non-eccentricity_patch,KADID-10k/images/I37.png,4.5 KADID-10k/images/I37_20_02.png,Non-eccentricity_patch,KADID-10k/images/I37.png,3.97 KADID-10k/images/I37_20_03.png,Non-eccentricity_patch,KADID-10k/images/I37.png,3.53 KADID-10k/images/I37_20_04.png,Non-eccentricity_patch,KADID-10k/images/I37.png,4.1 KADID-10k/images/I37_20_05.png,Non-eccentricity_patch,KADID-10k/images/I37.png,3.77 KADID-10k/images/I37_21_01.png,Pixelate,KADID-10k/images/I37.png,3.27 KADID-10k/images/I37_21_02.png,Pixelate,KADID-10k/images/I37.png,2.27 KADID-10k/images/I37_21_03.png,Pixelate,KADID-10k/images/I37.png,2.33 KADID-10k/images/I37_21_04.png,Pixelate,KADID-10k/images/I37.png,2.67 KADID-10k/images/I37_21_05.png,Pixelate,KADID-10k/images/I37.png,1.33 KADID-10k/images/I37_22_01.png,Quantization,KADID-10k/images/I37.png,3.43 KADID-10k/images/I37_22_02.png,Quantization,KADID-10k/images/I37.png,3.07 KADID-10k/images/I37_22_03.png,Quantization,KADID-10k/images/I37.png,2.87 KADID-10k/images/I37_22_04.png,Quantization,KADID-10k/images/I37.png,2.53 KADID-10k/images/I37_22_05.png,Quantization,KADID-10k/images/I37.png,2.23 KADID-10k/images/I37_23_01.png,Color_Block,KADID-10k/images/I37.png,2.73 KADID-10k/images/I37_23_02.png,Color_Block,KADID-10k/images/I37.png,2.37 KADID-10k/images/I37_23_03.png,Color_Block,KADID-10k/images/I37.png,2.2 KADID-10k/images/I37_23_04.png,Color_Block,KADID-10k/images/I37.png,2.17 KADID-10k/images/I37_23_05.png,Color_Block,KADID-10k/images/I37.png,2.1 KADID-10k/images/I37_24_01.png,High_Sharpen,KADID-10k/images/I37.png,3.77 KADID-10k/images/I37_24_02.png,High_Sharpen,KADID-10k/images/I37.png,3.03 KADID-10k/images/I37_24_03.png,High_Sharpen,KADID-10k/images/I37.png,2.47 KADID-10k/images/I37_24_04.png,High_Sharpen,KADID-10k/images/I37.png,2 KADID-10k/images/I37_24_05.png,High_Sharpen,KADID-10k/images/I37.png,1.35 KADID-10k/images/I37_25_01.png,Contrast Dist.,KADID-10k/images/I37.png,3.9 KADID-10k/images/I37_25_02.png,Contrast Dist.,KADID-10k/images/I37.png,4.17 KADID-10k/images/I37_25_03.png,Contrast Dist.,KADID-10k/images/I37.png,4.63 KADID-10k/images/I37_25_04.png,Contrast Dist.,KADID-10k/images/I37.png,4.17 KADID-10k/images/I37_25_05.png,Contrast Dist.,KADID-10k/images/I37.png,2.97 KADID-10k/images/I38_01_01.png,GBLUR,KADID-10k/images/I38.png,4.7 KADID-10k/images/I38_01_02.png,GBLUR,KADID-10k/images/I38.png,4.63 KADID-10k/images/I38_01_03.png,GBLUR,KADID-10k/images/I38.png,3.4 KADID-10k/images/I38_01_04.png,GBLUR,KADID-10k/images/I38.png,1.87 KADID-10k/images/I38_01_05.png,GBLUR,KADID-10k/images/I38.png,1.43 KADID-10k/images/I38_02_01.png,Lens_Blur,KADID-10k/images/I38.png,3.93 KADID-10k/images/I38_02_02.png,Lens_Blur,KADID-10k/images/I38.png,2.43 KADID-10k/images/I38_02_03.png,Lens_Blur,KADID-10k/images/I38.png,1.93 KADID-10k/images/I38_02_04.png,Lens_Blur,KADID-10k/images/I38.png,1.4 KADID-10k/images/I38_02_05.png,Lens_Blur,KADID-10k/images/I38.png,1.27 KADID-10k/images/I38_03_01.png,Motion_Blur,KADID-10k/images/I38.png,4.67 KADID-10k/images/I38_03_02.png,Motion_Blur,KADID-10k/images/I38.png,4.2 KADID-10k/images/I38_03_03.png,Motion_Blur,KADID-10k/images/I38.png,3.23 KADID-10k/images/I38_03_04.png,Motion_Blur,KADID-10k/images/I38.png,2.3 KADID-10k/images/I38_03_05.png,Motion_Blur,KADID-10k/images/I38.png,1.77 KADID-10k/images/I38_04_01.png,Color_Diffusion,KADID-10k/images/I38.png,4.57 KADID-10k/images/I38_04_02.png,Color_Diffusion,KADID-10k/images/I38.png,3.17 KADID-10k/images/I38_04_03.png,Color_Diffusion,KADID-10k/images/I38.png,1.87 KADID-10k/images/I38_04_04.png,Color_Diffusion,KADID-10k/images/I38.png,1.87 KADID-10k/images/I38_04_05.png,Color_Diffusion,KADID-10k/images/I38.png,1.53 KADID-10k/images/I38_05_01.png,Color_Shift,KADID-10k/images/I38.png,4 KADID-10k/images/I38_05_02.png,Color_Shift,KADID-10k/images/I38.png,1.93 KADID-10k/images/I38_05_03.png,Color_Shift,KADID-10k/images/I38.png,1.7 KADID-10k/images/I38_05_04.png,Color_Shift,KADID-10k/images/I38.png,1.57 KADID-10k/images/I38_05_05.png,Color_Shift,KADID-10k/images/I38.png,1.57 KADID-10k/images/I38_06_01.png,Color_Quantization,KADID-10k/images/I38.png,4.5 KADID-10k/images/I38_06_02.png,Color_Quantization,KADID-10k/images/I38.png,4.43 KADID-10k/images/I38_06_03.png,Color_Quantization,KADID-10k/images/I38.png,4 KADID-10k/images/I38_06_04.png,Color_Quantization,KADID-10k/images/I38.png,3.7 KADID-10k/images/I38_06_05.png,Color_Quantization,KADID-10k/images/I38.png,2.37 KADID-10k/images/I38_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I38.png,3.67 KADID-10k/images/I38_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I38.png,2.35 KADID-10k/images/I38_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I38.png,2.67 KADID-10k/images/I38_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I38.png,2.8 KADID-10k/images/I38_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I38.png,2.37 KADID-10k/images/I38_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I38.png,4.67 KADID-10k/images/I38_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I38.png,3.57 KADID-10k/images/I38_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I38.png,2.77 KADID-10k/images/I38_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I38.png,2.17 KADID-10k/images/I38_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I38.png,1.43 KADID-10k/images/I38_09_01.png,JP2K,KADID-10k/images/I38.png,4.77 KADID-10k/images/I38_09_02.png,JP2K,KADID-10k/images/I38.png,4.77 KADID-10k/images/I38_09_03.png,JP2K,KADID-10k/images/I38.png,4.53 KADID-10k/images/I38_09_04.png,JP2K,KADID-10k/images/I38.png,3.7 KADID-10k/images/I38_09_05.png,JP2K,KADID-10k/images/I38.png,1.83 KADID-10k/images/I38_10_01.png,JPEG,KADID-10k/images/I38.png,4.2 KADID-10k/images/I38_10_02.png,JPEG,KADID-10k/images/I38.png,4.32 KADID-10k/images/I38_10_03.png,JPEG,KADID-10k/images/I38.png,3.2 KADID-10k/images/I38_10_04.png,JPEG,KADID-10k/images/I38.png,1.77 KADID-10k/images/I38_10_05.png,JPEG,KADID-10k/images/I38.png,1.17 KADID-10k/images/I38_11_01.png,AWGN,KADID-10k/images/I38.png,3.47 KADID-10k/images/I38_11_02.png,AWGN,KADID-10k/images/I38.png,2.97 KADID-10k/images/I38_11_03.png,AWGN,KADID-10k/images/I38.png,2.77 KADID-10k/images/I38_11_04.png,AWGN,KADID-10k/images/I38.png,2.5 KADID-10k/images/I38_11_05.png,AWGN,KADID-10k/images/I38.png,2.03 KADID-10k/images/I38_12_01.png,AWGN_YCbCr,KADID-10k/images/I38.png,4.3 KADID-10k/images/I38_12_02.png,AWGN_YCbCr,KADID-10k/images/I38.png,3.23 KADID-10k/images/I38_12_03.png,AWGN_YCbCr,KADID-10k/images/I38.png,2.6 KADID-10k/images/I38_12_04.png,AWGN_YCbCr,KADID-10k/images/I38.png,2.33 KADID-10k/images/I38_12_05.png,AWGN_YCbCr,KADID-10k/images/I38.png,2.2 KADID-10k/images/I38_13_01.png,Impulse_Noise,KADID-10k/images/I38.png,3.2 KADID-10k/images/I38_13_02.png,Impulse_Noise,KADID-10k/images/I38.png,2.67 KADID-10k/images/I38_13_03.png,Impulse_Noise,KADID-10k/images/I38.png,2.27 KADID-10k/images/I38_13_04.png,Impulse_Noise,KADID-10k/images/I38.png,2.23 KADID-10k/images/I38_13_05.png,Impulse_Noise,KADID-10k/images/I38.png,2.1 KADID-10k/images/I38_14_01.png,Multiplicative_Noise,KADID-10k/images/I38.png,4.37 KADID-10k/images/I38_14_02.png,Multiplicative_Noise,KADID-10k/images/I38.png,3.27 KADID-10k/images/I38_14_03.png,Multiplicative_Noise,KADID-10k/images/I38.png,2.9 KADID-10k/images/I38_14_04.png,Multiplicative_Noise,KADID-10k/images/I38.png,2.43 KADID-10k/images/I38_14_05.png,Multiplicative_Noise,KADID-10k/images/I38.png,1.73 KADID-10k/images/I38_15_01.png,Denoising,KADID-10k/images/I38.png,3.33 KADID-10k/images/I38_15_02.png,Denoising,KADID-10k/images/I38.png,2 KADID-10k/images/I38_15_03.png,Denoising,KADID-10k/images/I38.png,1.83 KADID-10k/images/I38_15_04.png,Denoising,KADID-10k/images/I38.png,1.35 KADID-10k/images/I38_15_05.png,Denoising,KADID-10k/images/I38.png,1.17 KADID-10k/images/I38_16_01.png,Brighten,KADID-10k/images/I38.png,4.55 KADID-10k/images/I38_16_02.png,Brighten,KADID-10k/images/I38.png,4.2 KADID-10k/images/I38_16_03.png,Brighten,KADID-10k/images/I38.png,3.53 KADID-10k/images/I38_16_04.png,Brighten,KADID-10k/images/I38.png,3 KADID-10k/images/I38_16_05.png,Brighten,KADID-10k/images/I38.png,2 KADID-10k/images/I38_17_01.png,Darken,KADID-10k/images/I38.png,4.47 KADID-10k/images/I38_17_02.png,Darken,KADID-10k/images/I38.png,4.47 KADID-10k/images/I38_17_03.png,Darken,KADID-10k/images/I38.png,3.87 KADID-10k/images/I38_17_04.png,Darken,KADID-10k/images/I38.png,2.93 KADID-10k/images/I38_17_05.png,Darken,KADID-10k/images/I38.png,1.7 KADID-10k/images/I38_18_01.png,Mean_Shift,KADID-10k/images/I38.png,4.07 KADID-10k/images/I38_18_02.png,Mean_Shift,KADID-10k/images/I38.png,4.65 KADID-10k/images/I38_18_03.png,Mean_Shift,KADID-10k/images/I38.png,4.73 KADID-10k/images/I38_18_04.png,Mean_Shift,KADID-10k/images/I38.png,4.03 KADID-10k/images/I38_18_05.png,Mean_Shift,KADID-10k/images/I38.png,4.1 KADID-10k/images/I38_19_01.png,Jitter,KADID-10k/images/I38.png,4.5 KADID-10k/images/I38_19_02.png,Jitter,KADID-10k/images/I38.png,4.23 KADID-10k/images/I38_19_03.png,Jitter,KADID-10k/images/I38.png,3.17 KADID-10k/images/I38_19_04.png,Jitter,KADID-10k/images/I38.png,1.67 KADID-10k/images/I38_19_05.png,Jitter,KADID-10k/images/I38.png,1.23 KADID-10k/images/I38_20_01.png,Non-eccentricity_patch,KADID-10k/images/I38.png,4.53 KADID-10k/images/I38_20_02.png,Non-eccentricity_patch,KADID-10k/images/I38.png,4.03 KADID-10k/images/I38_20_03.png,Non-eccentricity_patch,KADID-10k/images/I38.png,4.27 KADID-10k/images/I38_20_04.png,Non-eccentricity_patch,KADID-10k/images/I38.png,4.3 KADID-10k/images/I38_20_05.png,Non-eccentricity_patch,KADID-10k/images/I38.png,3.4 KADID-10k/images/I38_21_01.png,Pixelate,KADID-10k/images/I38.png,2.53 KADID-10k/images/I38_21_02.png,Pixelate,KADID-10k/images/I38.png,2.27 KADID-10k/images/I38_21_03.png,Pixelate,KADID-10k/images/I38.png,2.3 KADID-10k/images/I38_21_04.png,Pixelate,KADID-10k/images/I38.png,2.73 KADID-10k/images/I38_21_05.png,Pixelate,KADID-10k/images/I38.png,1.57 KADID-10k/images/I38_22_01.png,Quantization,KADID-10k/images/I38.png,4 KADID-10k/images/I38_22_02.png,Quantization,KADID-10k/images/I38.png,2.9 KADID-10k/images/I38_22_03.png,Quantization,KADID-10k/images/I38.png,3.1 KADID-10k/images/I38_22_04.png,Quantization,KADID-10k/images/I38.png,2.77 KADID-10k/images/I38_22_05.png,Quantization,KADID-10k/images/I38.png,2.2 KADID-10k/images/I38_23_01.png,Color_Block,KADID-10k/images/I38.png,2.87 KADID-10k/images/I38_23_02.png,Color_Block,KADID-10k/images/I38.png,2.47 KADID-10k/images/I38_23_03.png,Color_Block,KADID-10k/images/I38.png,2.13 KADID-10k/images/I38_23_04.png,Color_Block,KADID-10k/images/I38.png,2.07 KADID-10k/images/I38_23_05.png,Color_Block,KADID-10k/images/I38.png,2.33 KADID-10k/images/I38_24_01.png,High_Sharpen,KADID-10k/images/I38.png,3.7 KADID-10k/images/I38_24_02.png,High_Sharpen,KADID-10k/images/I38.png,2.73 KADID-10k/images/I38_24_03.png,High_Sharpen,KADID-10k/images/I38.png,1.87 KADID-10k/images/I38_24_04.png,High_Sharpen,KADID-10k/images/I38.png,1.6 KADID-10k/images/I38_24_05.png,High_Sharpen,KADID-10k/images/I38.png,1.27 KADID-10k/images/I38_25_01.png,Contrast Dist.,KADID-10k/images/I38.png,3.6 KADID-10k/images/I38_25_02.png,Contrast Dist.,KADID-10k/images/I38.png,3.73 KADID-10k/images/I38_25_03.png,Contrast Dist.,KADID-10k/images/I38.png,4.3 KADID-10k/images/I38_25_04.png,Contrast Dist.,KADID-10k/images/I38.png,3.97 KADID-10k/images/I38_25_05.png,Contrast Dist.,KADID-10k/images/I38.png,3.1 KADID-10k/images/I39_01_01.png,GBLUR,KADID-10k/images/I39.png,4.73 KADID-10k/images/I39_01_02.png,GBLUR,KADID-10k/images/I39.png,4.43 KADID-10k/images/I39_01_03.png,GBLUR,KADID-10k/images/I39.png,2.97 KADID-10k/images/I39_01_04.png,GBLUR,KADID-10k/images/I39.png,1.8 KADID-10k/images/I39_01_05.png,GBLUR,KADID-10k/images/I39.png,1.32 KADID-10k/images/I39_02_01.png,Lens_Blur,KADID-10k/images/I39.png,4.13 KADID-10k/images/I39_02_02.png,Lens_Blur,KADID-10k/images/I39.png,2.4 KADID-10k/images/I39_02_03.png,Lens_Blur,KADID-10k/images/I39.png,1.73 KADID-10k/images/I39_02_04.png,Lens_Blur,KADID-10k/images/I39.png,1.37 KADID-10k/images/I39_02_05.png,Lens_Blur,KADID-10k/images/I39.png,1.2 KADID-10k/images/I39_03_01.png,Motion_Blur,KADID-10k/images/I39.png,4.77 KADID-10k/images/I39_03_02.png,Motion_Blur,KADID-10k/images/I39.png,4.33 KADID-10k/images/I39_03_03.png,Motion_Blur,KADID-10k/images/I39.png,2.77 KADID-10k/images/I39_03_04.png,Motion_Blur,KADID-10k/images/I39.png,1.97 KADID-10k/images/I39_03_05.png,Motion_Blur,KADID-10k/images/I39.png,1.47 KADID-10k/images/I39_04_01.png,Color_Diffusion,KADID-10k/images/I39.png,4.63 KADID-10k/images/I39_04_02.png,Color_Diffusion,KADID-10k/images/I39.png,1.67 KADID-10k/images/I39_04_03.png,Color_Diffusion,KADID-10k/images/I39.png,1.3 KADID-10k/images/I39_04_04.png,Color_Diffusion,KADID-10k/images/I39.png,1.2 KADID-10k/images/I39_04_05.png,Color_Diffusion,KADID-10k/images/I39.png,1.17 KADID-10k/images/I39_05_01.png,Color_Shift,KADID-10k/images/I39.png,4.23 KADID-10k/images/I39_05_02.png,Color_Shift,KADID-10k/images/I39.png,2.63 KADID-10k/images/I39_05_03.png,Color_Shift,KADID-10k/images/I39.png,1.53 KADID-10k/images/I39_05_04.png,Color_Shift,KADID-10k/images/I39.png,1.47 KADID-10k/images/I39_05_05.png,Color_Shift,KADID-10k/images/I39.png,1.5 KADID-10k/images/I39_06_01.png,Color_Quantization,KADID-10k/images/I39.png,4.37 KADID-10k/images/I39_06_02.png,Color_Quantization,KADID-10k/images/I39.png,4.33 KADID-10k/images/I39_06_03.png,Color_Quantization,KADID-10k/images/I39.png,4.33 KADID-10k/images/I39_06_04.png,Color_Quantization,KADID-10k/images/I39.png,3.53 KADID-10k/images/I39_06_05.png,Color_Quantization,KADID-10k/images/I39.png,3.03 KADID-10k/images/I39_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I39.png,2.39 KADID-10k/images/I39_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I39.png,2.07 KADID-10k/images/I39_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I39.png,1.7 KADID-10k/images/I39_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I39.png,2.27 KADID-10k/images/I39_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I39.png,1.9 KADID-10k/images/I39_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I39.png,4.63 KADID-10k/images/I39_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I39.png,2.83 KADID-10k/images/I39_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I39.png,1.74 KADID-10k/images/I39_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I39.png,1.33 KADID-10k/images/I39_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I39.png,1.13 KADID-10k/images/I39_09_01.png,JP2K,KADID-10k/images/I39.png,4.74 KADID-10k/images/I39_09_02.png,JP2K,KADID-10k/images/I39.png,4.27 KADID-10k/images/I39_09_03.png,JP2K,KADID-10k/images/I39.png,4 KADID-10k/images/I39_09_04.png,JP2K,KADID-10k/images/I39.png,2.13 KADID-10k/images/I39_09_05.png,JP2K,KADID-10k/images/I39.png,1.27 KADID-10k/images/I39_10_01.png,JPEG,KADID-10k/images/I39.png,4.5 KADID-10k/images/I39_10_02.png,JPEG,KADID-10k/images/I39.png,4.53 KADID-10k/images/I39_10_03.png,JPEG,KADID-10k/images/I39.png,4.07 KADID-10k/images/I39_10_04.png,JPEG,KADID-10k/images/I39.png,2.13 KADID-10k/images/I39_10_05.png,JPEG,KADID-10k/images/I39.png,1.43 KADID-10k/images/I39_11_01.png,AWGN,KADID-10k/images/I39.png,4.53 KADID-10k/images/I39_11_02.png,AWGN,KADID-10k/images/I39.png,4.07 KADID-10k/images/I39_11_03.png,AWGN,KADID-10k/images/I39.png,3.73 KADID-10k/images/I39_11_04.png,AWGN,KADID-10k/images/I39.png,3.17 KADID-10k/images/I39_11_05.png,AWGN,KADID-10k/images/I39.png,2.47 KADID-10k/images/I39_12_01.png,AWGN_YCbCr,KADID-10k/images/I39.png,4.73 KADID-10k/images/I39_12_02.png,AWGN_YCbCr,KADID-10k/images/I39.png,4.33 KADID-10k/images/I39_12_03.png,AWGN_YCbCr,KADID-10k/images/I39.png,3.8 KADID-10k/images/I39_12_04.png,AWGN_YCbCr,KADID-10k/images/I39.png,3.27 KADID-10k/images/I39_12_05.png,AWGN_YCbCr,KADID-10k/images/I39.png,2.7 KADID-10k/images/I39_13_01.png,Impulse_Noise,KADID-10k/images/I39.png,3.23 KADID-10k/images/I39_13_02.png,Impulse_Noise,KADID-10k/images/I39.png,3.03 KADID-10k/images/I39_13_03.png,Impulse_Noise,KADID-10k/images/I39.png,2.77 KADID-10k/images/I39_13_04.png,Impulse_Noise,KADID-10k/images/I39.png,2.43 KADID-10k/images/I39_13_05.png,Impulse_Noise,KADID-10k/images/I39.png,2.07 KADID-10k/images/I39_14_01.png,Multiplicative_Noise,KADID-10k/images/I39.png,4.6 KADID-10k/images/I39_14_02.png,Multiplicative_Noise,KADID-10k/images/I39.png,4.52 KADID-10k/images/I39_14_03.png,Multiplicative_Noise,KADID-10k/images/I39.png,3.33 KADID-10k/images/I39_14_04.png,Multiplicative_Noise,KADID-10k/images/I39.png,3.07 KADID-10k/images/I39_14_05.png,Multiplicative_Noise,KADID-10k/images/I39.png,2.07 KADID-10k/images/I39_15_01.png,Denoising,KADID-10k/images/I39.png,4.13 KADID-10k/images/I39_15_02.png,Denoising,KADID-10k/images/I39.png,3.4 KADID-10k/images/I39_15_03.png,Denoising,KADID-10k/images/I39.png,2.57 KADID-10k/images/I39_15_04.png,Denoising,KADID-10k/images/I39.png,1.77 KADID-10k/images/I39_15_05.png,Denoising,KADID-10k/images/I39.png,1.47 KADID-10k/images/I39_16_01.png,Brighten,KADID-10k/images/I39.png,4.53 KADID-10k/images/I39_16_02.png,Brighten,KADID-10k/images/I39.png,4.53 KADID-10k/images/I39_16_03.png,Brighten,KADID-10k/images/I39.png,4.3 KADID-10k/images/I39_16_04.png,Brighten,KADID-10k/images/I39.png,3.1 KADID-10k/images/I39_16_05.png,Brighten,KADID-10k/images/I39.png,1.5 KADID-10k/images/I39_17_01.png,Darken,KADID-10k/images/I39.png,4.63 KADID-10k/images/I39_17_02.png,Darken,KADID-10k/images/I39.png,4.77 KADID-10k/images/I39_17_03.png,Darken,KADID-10k/images/I39.png,4.6 KADID-10k/images/I39_17_04.png,Darken,KADID-10k/images/I39.png,3.77 KADID-10k/images/I39_17_05.png,Darken,KADID-10k/images/I39.png,2.1 KADID-10k/images/I39_18_01.png,Mean_Shift,KADID-10k/images/I39.png,4.53 KADID-10k/images/I39_18_02.png,Mean_Shift,KADID-10k/images/I39.png,4.57 KADID-10k/images/I39_18_03.png,Mean_Shift,KADID-10k/images/I39.png,4.63 KADID-10k/images/I39_18_04.png,Mean_Shift,KADID-10k/images/I39.png,4.47 KADID-10k/images/I39_18_05.png,Mean_Shift,KADID-10k/images/I39.png,4.03 KADID-10k/images/I39_19_01.png,Jitter,KADID-10k/images/I39.png,4.43 KADID-10k/images/I39_19_02.png,Jitter,KADID-10k/images/I39.png,3.7 KADID-10k/images/I39_19_03.png,Jitter,KADID-10k/images/I39.png,2.43 KADID-10k/images/I39_19_04.png,Jitter,KADID-10k/images/I39.png,1.5 KADID-10k/images/I39_19_05.png,Jitter,KADID-10k/images/I39.png,1.07 KADID-10k/images/I39_20_01.png,Non-eccentricity_patch,KADID-10k/images/I39.png,4.4 KADID-10k/images/I39_20_02.png,Non-eccentricity_patch,KADID-10k/images/I39.png,4.23 KADID-10k/images/I39_20_03.png,Non-eccentricity_patch,KADID-10k/images/I39.png,3.8 KADID-10k/images/I39_20_04.png,Non-eccentricity_patch,KADID-10k/images/I39.png,3.23 KADID-10k/images/I39_20_05.png,Non-eccentricity_patch,KADID-10k/images/I39.png,2.52 KADID-10k/images/I39_21_01.png,Pixelate,KADID-10k/images/I39.png,4 KADID-10k/images/I39_21_02.png,Pixelate,KADID-10k/images/I39.png,2.7 KADID-10k/images/I39_21_03.png,Pixelate,KADID-10k/images/I39.png,2.17 KADID-10k/images/I39_21_04.png,Pixelate,KADID-10k/images/I39.png,2.27 KADID-10k/images/I39_21_05.png,Pixelate,KADID-10k/images/I39.png,1.1 KADID-10k/images/I39_22_01.png,Quantization,KADID-10k/images/I39.png,4.53 KADID-10k/images/I39_22_02.png,Quantization,KADID-10k/images/I39.png,4.63 KADID-10k/images/I39_22_03.png,Quantization,KADID-10k/images/I39.png,4.63 KADID-10k/images/I39_22_04.png,Quantization,KADID-10k/images/I39.png,4.57 KADID-10k/images/I39_22_05.png,Quantization,KADID-10k/images/I39.png,4.37 KADID-10k/images/I39_23_01.png,Color_Block,KADID-10k/images/I39.png,2.5 KADID-10k/images/I39_23_02.png,Color_Block,KADID-10k/images/I39.png,2.39 KADID-10k/images/I39_23_03.png,Color_Block,KADID-10k/images/I39.png,2.33 KADID-10k/images/I39_23_04.png,Color_Block,KADID-10k/images/I39.png,2.1 KADID-10k/images/I39_23_05.png,Color_Block,KADID-10k/images/I39.png,1.97 KADID-10k/images/I39_24_01.png,High_Sharpen,KADID-10k/images/I39.png,3.63 KADID-10k/images/I39_24_02.png,High_Sharpen,KADID-10k/images/I39.png,2.7 KADID-10k/images/I39_24_03.png,High_Sharpen,KADID-10k/images/I39.png,1.77 KADID-10k/images/I39_24_04.png,High_Sharpen,KADID-10k/images/I39.png,1.2 KADID-10k/images/I39_24_05.png,High_Sharpen,KADID-10k/images/I39.png,1.17 KADID-10k/images/I39_25_01.png,Contrast Dist.,KADID-10k/images/I39.png,3.77 KADID-10k/images/I39_25_02.png,Contrast Dist.,KADID-10k/images/I39.png,4.23 KADID-10k/images/I39_25_03.png,Contrast Dist.,KADID-10k/images/I39.png,4.67 KADID-10k/images/I39_25_04.png,Contrast Dist.,KADID-10k/images/I39.png,4.37 KADID-10k/images/I39_25_05.png,Contrast Dist.,KADID-10k/images/I39.png,3.77 KADID-10k/images/I40_01_01.png,GBLUR,KADID-10k/images/I40.png,4.27 KADID-10k/images/I40_01_02.png,GBLUR,KADID-10k/images/I40.png,3.83 KADID-10k/images/I40_01_03.png,GBLUR,KADID-10k/images/I40.png,2.17 KADID-10k/images/I40_01_04.png,GBLUR,KADID-10k/images/I40.png,1.57 KADID-10k/images/I40_01_05.png,GBLUR,KADID-10k/images/I40.png,1.1 KADID-10k/images/I40_02_01.png,Lens_Blur,KADID-10k/images/I40.png,2.83 KADID-10k/images/I40_02_02.png,Lens_Blur,KADID-10k/images/I40.png,2 KADID-10k/images/I40_02_03.png,Lens_Blur,KADID-10k/images/I40.png,1.5 KADID-10k/images/I40_02_04.png,Lens_Blur,KADID-10k/images/I40.png,1.4 KADID-10k/images/I40_02_05.png,Lens_Blur,KADID-10k/images/I40.png,1.1 KADID-10k/images/I40_03_01.png,Motion_Blur,KADID-10k/images/I40.png,4.3 KADID-10k/images/I40_03_02.png,Motion_Blur,KADID-10k/images/I40.png,3.27 KADID-10k/images/I40_03_03.png,Motion_Blur,KADID-10k/images/I40.png,2.23 KADID-10k/images/I40_03_04.png,Motion_Blur,KADID-10k/images/I40.png,1.37 KADID-10k/images/I40_03_05.png,Motion_Blur,KADID-10k/images/I40.png,1.17 KADID-10k/images/I40_04_01.png,Color_Diffusion,KADID-10k/images/I40.png,4.13 KADID-10k/images/I40_04_02.png,Color_Diffusion,KADID-10k/images/I40.png,2.37 KADID-10k/images/I40_04_03.png,Color_Diffusion,KADID-10k/images/I40.png,1.73 KADID-10k/images/I40_04_04.png,Color_Diffusion,KADID-10k/images/I40.png,1.47 KADID-10k/images/I40_04_05.png,Color_Diffusion,KADID-10k/images/I40.png,1.43 KADID-10k/images/I40_05_01.png,Color_Shift,KADID-10k/images/I40.png,3.7 KADID-10k/images/I40_05_02.png,Color_Shift,KADID-10k/images/I40.png,1.73 KADID-10k/images/I40_05_03.png,Color_Shift,KADID-10k/images/I40.png,1.53 KADID-10k/images/I40_05_04.png,Color_Shift,KADID-10k/images/I40.png,1.33 KADID-10k/images/I40_05_05.png,Color_Shift,KADID-10k/images/I40.png,1.37 KADID-10k/images/I40_06_01.png,Color_Quantization,KADID-10k/images/I40.png,4.13 KADID-10k/images/I40_06_02.png,Color_Quantization,KADID-10k/images/I40.png,4.27 KADID-10k/images/I40_06_03.png,Color_Quantization,KADID-10k/images/I40.png,3.77 KADID-10k/images/I40_06_04.png,Color_Quantization,KADID-10k/images/I40.png,3.97 KADID-10k/images/I40_06_05.png,Color_Quantization,KADID-10k/images/I40.png,2.68 KADID-10k/images/I40_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I40.png,2.6 KADID-10k/images/I40_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I40.png,2.23 KADID-10k/images/I40_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I40.png,2 KADID-10k/images/I40_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I40.png,2 KADID-10k/images/I40_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I40.png,1.87 KADID-10k/images/I40_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I40.png,4.47 KADID-10k/images/I40_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I40.png,3.23 KADID-10k/images/I40_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I40.png,2.27 KADID-10k/images/I40_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I40.png,1.67 KADID-10k/images/I40_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I40.png,1.37 KADID-10k/images/I40_09_01.png,JP2K,KADID-10k/images/I40.png,4.2 KADID-10k/images/I40_09_02.png,JP2K,KADID-10k/images/I40.png,3.33 KADID-10k/images/I40_09_03.png,JP2K,KADID-10k/images/I40.png,3 KADID-10k/images/I40_09_04.png,JP2K,KADID-10k/images/I40.png,1.5 KADID-10k/images/I40_09_05.png,JP2K,KADID-10k/images/I40.png,1.23 KADID-10k/images/I40_10_01.png,JPEG,KADID-10k/images/I40.png,4.2 KADID-10k/images/I40_10_02.png,JPEG,KADID-10k/images/I40.png,4.2 KADID-10k/images/I40_10_03.png,JPEG,KADID-10k/images/I40.png,3.97 KADID-10k/images/I40_10_04.png,JPEG,KADID-10k/images/I40.png,2.5 KADID-10k/images/I40_10_05.png,JPEG,KADID-10k/images/I40.png,1.57 KADID-10k/images/I40_11_01.png,AWGN,KADID-10k/images/I40.png,4.43 KADID-10k/images/I40_11_02.png,AWGN,KADID-10k/images/I40.png,4.43 KADID-10k/images/I40_11_03.png,AWGN,KADID-10k/images/I40.png,3.83 KADID-10k/images/I40_11_04.png,AWGN,KADID-10k/images/I40.png,3.77 KADID-10k/images/I40_11_05.png,AWGN,KADID-10k/images/I40.png,3.33 KADID-10k/images/I40_12_01.png,AWGN_YCbCr,KADID-10k/images/I40.png,4.57 KADID-10k/images/I40_12_02.png,AWGN_YCbCr,KADID-10k/images/I40.png,4.5 KADID-10k/images/I40_12_03.png,AWGN_YCbCr,KADID-10k/images/I40.png,3.77 KADID-10k/images/I40_12_04.png,AWGN_YCbCr,KADID-10k/images/I40.png,3.6 KADID-10k/images/I40_12_05.png,AWGN_YCbCr,KADID-10k/images/I40.png,3.43 KADID-10k/images/I40_13_01.png,Impulse_Noise,KADID-10k/images/I40.png,4.23 KADID-10k/images/I40_13_02.png,Impulse_Noise,KADID-10k/images/I40.png,3.27 KADID-10k/images/I40_13_03.png,Impulse_Noise,KADID-10k/images/I40.png,2.8 KADID-10k/images/I40_13_04.png,Impulse_Noise,KADID-10k/images/I40.png,2.6 KADID-10k/images/I40_13_05.png,Impulse_Noise,KADID-10k/images/I40.png,2.17 KADID-10k/images/I40_14_01.png,Multiplicative_Noise,KADID-10k/images/I40.png,4.33 KADID-10k/images/I40_14_02.png,Multiplicative_Noise,KADID-10k/images/I40.png,4.3 KADID-10k/images/I40_14_03.png,Multiplicative_Noise,KADID-10k/images/I40.png,4.33 KADID-10k/images/I40_14_04.png,Multiplicative_Noise,KADID-10k/images/I40.png,3.8 KADID-10k/images/I40_14_05.png,Multiplicative_Noise,KADID-10k/images/I40.png,3.07 KADID-10k/images/I40_15_01.png,Denoising,KADID-10k/images/I40.png,3.1 KADID-10k/images/I40_15_02.png,Denoising,KADID-10k/images/I40.png,2.23 KADID-10k/images/I40_15_03.png,Denoising,KADID-10k/images/I40.png,1.83 KADID-10k/images/I40_15_04.png,Denoising,KADID-10k/images/I40.png,1.7 KADID-10k/images/I40_15_05.png,Denoising,KADID-10k/images/I40.png,1.7 KADID-10k/images/I40_16_01.png,Brighten,KADID-10k/images/I40.png,4.26 KADID-10k/images/I40_16_02.png,Brighten,KADID-10k/images/I40.png,4 KADID-10k/images/I40_16_03.png,Brighten,KADID-10k/images/I40.png,3.2 KADID-10k/images/I40_16_04.png,Brighten,KADID-10k/images/I40.png,2.43 KADID-10k/images/I40_16_05.png,Brighten,KADID-10k/images/I40.png,1.53 KADID-10k/images/I40_17_01.png,Darken,KADID-10k/images/I40.png,4.53 KADID-10k/images/I40_17_02.png,Darken,KADID-10k/images/I40.png,4.47 KADID-10k/images/I40_17_03.png,Darken,KADID-10k/images/I40.png,3.93 KADID-10k/images/I40_17_04.png,Darken,KADID-10k/images/I40.png,3.13 KADID-10k/images/I40_17_05.png,Darken,KADID-10k/images/I40.png,1.87 KADID-10k/images/I40_18_01.png,Mean_Shift,KADID-10k/images/I40.png,4.13 KADID-10k/images/I40_18_02.png,Mean_Shift,KADID-10k/images/I40.png,4.4 KADID-10k/images/I40_18_03.png,Mean_Shift,KADID-10k/images/I40.png,4.6 KADID-10k/images/I40_18_04.png,Mean_Shift,KADID-10k/images/I40.png,4.03 KADID-10k/images/I40_18_05.png,Mean_Shift,KADID-10k/images/I40.png,3.83 KADID-10k/images/I40_19_01.png,Jitter,KADID-10k/images/I40.png,4.1 KADID-10k/images/I40_19_02.png,Jitter,KADID-10k/images/I40.png,3.9 KADID-10k/images/I40_19_03.png,Jitter,KADID-10k/images/I40.png,2.37 KADID-10k/images/I40_19_04.png,Jitter,KADID-10k/images/I40.png,1.6 KADID-10k/images/I40_19_05.png,Jitter,KADID-10k/images/I40.png,1.2 KADID-10k/images/I40_20_01.png,Non-eccentricity_patch,KADID-10k/images/I40.png,4.47 KADID-10k/images/I40_20_02.png,Non-eccentricity_patch,KADID-10k/images/I40.png,3.03 KADID-10k/images/I40_20_03.png,Non-eccentricity_patch,KADID-10k/images/I40.png,3.23 KADID-10k/images/I40_20_04.png,Non-eccentricity_patch,KADID-10k/images/I40.png,3.07 KADID-10k/images/I40_20_05.png,Non-eccentricity_patch,KADID-10k/images/I40.png,3.64 KADID-10k/images/I40_21_01.png,Pixelate,KADID-10k/images/I40.png,3.9 KADID-10k/images/I40_21_02.png,Pixelate,KADID-10k/images/I40.png,3.03 KADID-10k/images/I40_21_03.png,Pixelate,KADID-10k/images/I40.png,2.67 KADID-10k/images/I40_21_04.png,Pixelate,KADID-10k/images/I40.png,3 KADID-10k/images/I40_21_05.png,Pixelate,KADID-10k/images/I40.png,1.33 KADID-10k/images/I40_22_01.png,Quantization,KADID-10k/images/I40.png,4.53 KADID-10k/images/I40_22_02.png,Quantization,KADID-10k/images/I40.png,4.33 KADID-10k/images/I40_22_03.png,Quantization,KADID-10k/images/I40.png,4.07 KADID-10k/images/I40_22_04.png,Quantization,KADID-10k/images/I40.png,4.37 KADID-10k/images/I40_22_05.png,Quantization,KADID-10k/images/I40.png,3.97 KADID-10k/images/I40_23_01.png,Color_Block,KADID-10k/images/I40.png,2.2 KADID-10k/images/I40_23_02.png,Color_Block,KADID-10k/images/I40.png,2.4 KADID-10k/images/I40_23_03.png,Color_Block,KADID-10k/images/I40.png,1.83 KADID-10k/images/I40_23_04.png,Color_Block,KADID-10k/images/I40.png,2.43 KADID-10k/images/I40_23_05.png,Color_Block,KADID-10k/images/I40.png,1.9 KADID-10k/images/I40_24_01.png,High_Sharpen,KADID-10k/images/I40.png,3.23 KADID-10k/images/I40_24_02.png,High_Sharpen,KADID-10k/images/I40.png,1.97 KADID-10k/images/I40_24_03.png,High_Sharpen,KADID-10k/images/I40.png,1.8 KADID-10k/images/I40_24_04.png,High_Sharpen,KADID-10k/images/I40.png,1.33 KADID-10k/images/I40_24_05.png,High_Sharpen,KADID-10k/images/I40.png,1.17 KADID-10k/images/I40_25_01.png,Contrast Dist.,KADID-10k/images/I40.png,3.63 KADID-10k/images/I40_25_02.png,Contrast Dist.,KADID-10k/images/I40.png,3.47 KADID-10k/images/I40_25_03.png,Contrast Dist.,KADID-10k/images/I40.png,3.93 KADID-10k/images/I40_25_04.png,Contrast Dist.,KADID-10k/images/I40.png,3.87 KADID-10k/images/I40_25_05.png,Contrast Dist.,KADID-10k/images/I40.png,2.45 KADID-10k/images/I41_01_01.png,GBLUR,KADID-10k/images/I41.png,4.57 KADID-10k/images/I41_01_02.png,GBLUR,KADID-10k/images/I41.png,4.43 KADID-10k/images/I41_01_03.png,GBLUR,KADID-10k/images/I41.png,3.17 KADID-10k/images/I41_01_04.png,GBLUR,KADID-10k/images/I41.png,2.07 KADID-10k/images/I41_01_05.png,GBLUR,KADID-10k/images/I41.png,1.4 KADID-10k/images/I41_02_01.png,Lens_Blur,KADID-10k/images/I41.png,4 KADID-10k/images/I41_02_02.png,Lens_Blur,KADID-10k/images/I41.png,2.81 KADID-10k/images/I41_02_03.png,Lens_Blur,KADID-10k/images/I41.png,1.81 KADID-10k/images/I41_02_04.png,Lens_Blur,KADID-10k/images/I41.png,1.47 KADID-10k/images/I41_02_05.png,Lens_Blur,KADID-10k/images/I41.png,1.37 KADID-10k/images/I41_03_01.png,Motion_Blur,KADID-10k/images/I41.png,4.57 KADID-10k/images/I41_03_02.png,Motion_Blur,KADID-10k/images/I41.png,4.6 KADID-10k/images/I41_03_03.png,Motion_Blur,KADID-10k/images/I41.png,3.47 KADID-10k/images/I41_03_04.png,Motion_Blur,KADID-10k/images/I41.png,2.4 KADID-10k/images/I41_03_05.png,Motion_Blur,KADID-10k/images/I41.png,1.77 KADID-10k/images/I41_04_01.png,Color_Diffusion,KADID-10k/images/I41.png,4.67 KADID-10k/images/I41_04_02.png,Color_Diffusion,KADID-10k/images/I41.png,2.63 KADID-10k/images/I41_04_03.png,Color_Diffusion,KADID-10k/images/I41.png,1.4 KADID-10k/images/I41_04_04.png,Color_Diffusion,KADID-10k/images/I41.png,1.37 KADID-10k/images/I41_04_05.png,Color_Diffusion,KADID-10k/images/I41.png,1.2 KADID-10k/images/I41_05_01.png,Color_Shift,KADID-10k/images/I41.png,4.8 KADID-10k/images/I41_05_02.png,Color_Shift,KADID-10k/images/I41.png,2.9 KADID-10k/images/I41_05_03.png,Color_Shift,KADID-10k/images/I41.png,2.8 KADID-10k/images/I41_05_04.png,Color_Shift,KADID-10k/images/I41.png,2.4 KADID-10k/images/I41_05_05.png,Color_Shift,KADID-10k/images/I41.png,2.5 KADID-10k/images/I41_06_01.png,Color_Quantization,KADID-10k/images/I41.png,4.27 KADID-10k/images/I41_06_02.png,Color_Quantization,KADID-10k/images/I41.png,3.87 KADID-10k/images/I41_06_03.png,Color_Quantization,KADID-10k/images/I41.png,3.7 KADID-10k/images/I41_06_04.png,Color_Quantization,KADID-10k/images/I41.png,2.81 KADID-10k/images/I41_06_05.png,Color_Quantization,KADID-10k/images/I41.png,1.83 KADID-10k/images/I41_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I41.png,3.13 KADID-10k/images/I41_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I41.png,2.57 KADID-10k/images/I41_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I41.png,1.93 KADID-10k/images/I41_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I41.png,2 KADID-10k/images/I41_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I41.png,1.7 KADID-10k/images/I41_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I41.png,4.53 KADID-10k/images/I41_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I41.png,3.77 KADID-10k/images/I41_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I41.png,2.5 KADID-10k/images/I41_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I41.png,2.27 KADID-10k/images/I41_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I41.png,1.37 KADID-10k/images/I41_09_01.png,JP2K,KADID-10k/images/I41.png,4.67 KADID-10k/images/I41_09_02.png,JP2K,KADID-10k/images/I41.png,4.4 KADID-10k/images/I41_09_03.png,JP2K,KADID-10k/images/I41.png,3.97 KADID-10k/images/I41_09_04.png,JP2K,KADID-10k/images/I41.png,1.83 KADID-10k/images/I41_09_05.png,JP2K,KADID-10k/images/I41.png,1.4 KADID-10k/images/I41_10_01.png,JPEG,KADID-10k/images/I41.png,4.6 KADID-10k/images/I41_10_02.png,JPEG,KADID-10k/images/I41.png,4.17 KADID-10k/images/I41_10_03.png,JPEG,KADID-10k/images/I41.png,4.03 KADID-10k/images/I41_10_04.png,JPEG,KADID-10k/images/I41.png,1.77 KADID-10k/images/I41_10_05.png,JPEG,KADID-10k/images/I41.png,1.17 KADID-10k/images/I41_11_01.png,AWGN,KADID-10k/images/I41.png,4.27 KADID-10k/images/I41_11_02.png,AWGN,KADID-10k/images/I41.png,3.63 KADID-10k/images/I41_11_03.png,AWGN,KADID-10k/images/I41.png,3.07 KADID-10k/images/I41_11_04.png,AWGN,KADID-10k/images/I41.png,2.67 KADID-10k/images/I41_11_05.png,AWGN,KADID-10k/images/I41.png,2.4 KADID-10k/images/I41_12_01.png,AWGN_YCbCr,KADID-10k/images/I41.png,4.67 KADID-10k/images/I41_12_02.png,AWGN_YCbCr,KADID-10k/images/I41.png,3.97 KADID-10k/images/I41_12_03.png,AWGN_YCbCr,KADID-10k/images/I41.png,3.5 KADID-10k/images/I41_12_04.png,AWGN_YCbCr,KADID-10k/images/I41.png,2.73 KADID-10k/images/I41_12_05.png,AWGN_YCbCr,KADID-10k/images/I41.png,2.6 KADID-10k/images/I41_13_01.png,Impulse_Noise,KADID-10k/images/I41.png,4.2 KADID-10k/images/I41_13_02.png,Impulse_Noise,KADID-10k/images/I41.png,3.07 KADID-10k/images/I41_13_03.png,Impulse_Noise,KADID-10k/images/I41.png,2.9 KADID-10k/images/I41_13_04.png,Impulse_Noise,KADID-10k/images/I41.png,2.6 KADID-10k/images/I41_13_05.png,Impulse_Noise,KADID-10k/images/I41.png,2.43 KADID-10k/images/I41_14_01.png,Multiplicative_Noise,KADID-10k/images/I41.png,4.77 KADID-10k/images/I41_14_02.png,Multiplicative_Noise,KADID-10k/images/I41.png,3.83 KADID-10k/images/I41_14_03.png,Multiplicative_Noise,KADID-10k/images/I41.png,3.1 KADID-10k/images/I41_14_04.png,Multiplicative_Noise,KADID-10k/images/I41.png,2.43 KADID-10k/images/I41_14_05.png,Multiplicative_Noise,KADID-10k/images/I41.png,1.8 KADID-10k/images/I41_15_01.png,Denoising,KADID-10k/images/I41.png,3.32 KADID-10k/images/I41_15_02.png,Denoising,KADID-10k/images/I41.png,2.33 KADID-10k/images/I41_15_03.png,Denoising,KADID-10k/images/I41.png,2.17 KADID-10k/images/I41_15_04.png,Denoising,KADID-10k/images/I41.png,1.43 KADID-10k/images/I41_15_05.png,Denoising,KADID-10k/images/I41.png,1.43 KADID-10k/images/I41_16_01.png,Brighten,KADID-10k/images/I41.png,4.6 KADID-10k/images/I41_16_02.png,Brighten,KADID-10k/images/I41.png,4.53 KADID-10k/images/I41_16_03.png,Brighten,KADID-10k/images/I41.png,3.33 KADID-10k/images/I41_16_04.png,Brighten,KADID-10k/images/I41.png,2.3 KADID-10k/images/I41_16_05.png,Brighten,KADID-10k/images/I41.png,1.4 KADID-10k/images/I41_17_01.png,Darken,KADID-10k/images/I41.png,4.5 KADID-10k/images/I41_17_02.png,Darken,KADID-10k/images/I41.png,4.73 KADID-10k/images/I41_17_03.png,Darken,KADID-10k/images/I41.png,4.27 KADID-10k/images/I41_17_04.png,Darken,KADID-10k/images/I41.png,3.6 KADID-10k/images/I41_17_05.png,Darken,KADID-10k/images/I41.png,2.87 KADID-10k/images/I41_18_01.png,Mean_Shift,KADID-10k/images/I41.png,3.93 KADID-10k/images/I41_18_02.png,Mean_Shift,KADID-10k/images/I41.png,4.63 KADID-10k/images/I41_18_03.png,Mean_Shift,KADID-10k/images/I41.png,4.6 KADID-10k/images/I41_18_04.png,Mean_Shift,KADID-10k/images/I41.png,4.6 KADID-10k/images/I41_18_05.png,Mean_Shift,KADID-10k/images/I41.png,3.97 KADID-10k/images/I41_19_01.png,Jitter,KADID-10k/images/I41.png,4.53 KADID-10k/images/I41_19_02.png,Jitter,KADID-10k/images/I41.png,4.7 KADID-10k/images/I41_19_03.png,Jitter,KADID-10k/images/I41.png,3.97 KADID-10k/images/I41_19_04.png,Jitter,KADID-10k/images/I41.png,1.93 KADID-10k/images/I41_19_05.png,Jitter,KADID-10k/images/I41.png,1.4 KADID-10k/images/I41_20_01.png,Non-eccentricity_patch,KADID-10k/images/I41.png,4.2 KADID-10k/images/I41_20_02.png,Non-eccentricity_patch,KADID-10k/images/I41.png,4.4 KADID-10k/images/I41_20_03.png,Non-eccentricity_patch,KADID-10k/images/I41.png,3.73 KADID-10k/images/I41_20_04.png,Non-eccentricity_patch,KADID-10k/images/I41.png,3.03 KADID-10k/images/I41_20_05.png,Non-eccentricity_patch,KADID-10k/images/I41.png,2.4 KADID-10k/images/I41_21_01.png,Pixelate,KADID-10k/images/I41.png,4.27 KADID-10k/images/I41_21_02.png,Pixelate,KADID-10k/images/I41.png,3.48 KADID-10k/images/I41_21_03.png,Pixelate,KADID-10k/images/I41.png,3.03 KADID-10k/images/I41_21_04.png,Pixelate,KADID-10k/images/I41.png,3.13 KADID-10k/images/I41_21_05.png,Pixelate,KADID-10k/images/I41.png,1.47 KADID-10k/images/I41_22_01.png,Quantization,KADID-10k/images/I41.png,4.73 KADID-10k/images/I41_22_02.png,Quantization,KADID-10k/images/I41.png,4.67 KADID-10k/images/I41_22_03.png,Quantization,KADID-10k/images/I41.png,4.27 KADID-10k/images/I41_22_04.png,Quantization,KADID-10k/images/I41.png,4.07 KADID-10k/images/I41_22_05.png,Quantization,KADID-10k/images/I41.png,3.2 KADID-10k/images/I41_23_01.png,Color_Block,KADID-10k/images/I41.png,2.93 KADID-10k/images/I41_23_02.png,Color_Block,KADID-10k/images/I41.png,3.13 KADID-10k/images/I41_23_03.png,Color_Block,KADID-10k/images/I41.png,2.33 KADID-10k/images/I41_23_04.png,Color_Block,KADID-10k/images/I41.png,2.27 KADID-10k/images/I41_23_05.png,Color_Block,KADID-10k/images/I41.png,2.17 KADID-10k/images/I41_24_01.png,High_Sharpen,KADID-10k/images/I41.png,4.07 KADID-10k/images/I41_24_02.png,High_Sharpen,KADID-10k/images/I41.png,3.23 KADID-10k/images/I41_24_03.png,High_Sharpen,KADID-10k/images/I41.png,2.47 KADID-10k/images/I41_24_04.png,High_Sharpen,KADID-10k/images/I41.png,1.87 KADID-10k/images/I41_24_05.png,High_Sharpen,KADID-10k/images/I41.png,1.47 KADID-10k/images/I41_25_01.png,Contrast Dist.,KADID-10k/images/I41.png,3.73 KADID-10k/images/I41_25_02.png,Contrast Dist.,KADID-10k/images/I41.png,4.23 KADID-10k/images/I41_25_03.png,Contrast Dist.,KADID-10k/images/I41.png,4.53 KADID-10k/images/I41_25_04.png,Contrast Dist.,KADID-10k/images/I41.png,4.6 KADID-10k/images/I41_25_05.png,Contrast Dist.,KADID-10k/images/I41.png,3.97 KADID-10k/images/I42_01_01.png,GBLUR,KADID-10k/images/I42.png,4.57 KADID-10k/images/I42_01_02.png,GBLUR,KADID-10k/images/I42.png,4.63 KADID-10k/images/I42_01_03.png,GBLUR,KADID-10k/images/I42.png,3.23 KADID-10k/images/I42_01_04.png,GBLUR,KADID-10k/images/I42.png,2.07 KADID-10k/images/I42_01_05.png,GBLUR,KADID-10k/images/I42.png,1.4 KADID-10k/images/I42_02_01.png,Lens_Blur,KADID-10k/images/I42.png,4.07 KADID-10k/images/I42_02_02.png,Lens_Blur,KADID-10k/images/I42.png,3.13 KADID-10k/images/I42_02_03.png,Lens_Blur,KADID-10k/images/I42.png,1.63 KADID-10k/images/I42_02_04.png,Lens_Blur,KADID-10k/images/I42.png,1.6 KADID-10k/images/I42_02_05.png,Lens_Blur,KADID-10k/images/I42.png,1.33 KADID-10k/images/I42_03_01.png,Motion_Blur,KADID-10k/images/I42.png,4.77 KADID-10k/images/I42_03_02.png,Motion_Blur,KADID-10k/images/I42.png,4.43 KADID-10k/images/I42_03_03.png,Motion_Blur,KADID-10k/images/I42.png,3.07 KADID-10k/images/I42_03_04.png,Motion_Blur,KADID-10k/images/I42.png,2.33 KADID-10k/images/I42_03_05.png,Motion_Blur,KADID-10k/images/I42.png,1.7 KADID-10k/images/I42_04_01.png,Color_Diffusion,KADID-10k/images/I42.png,4.73 KADID-10k/images/I42_04_02.png,Color_Diffusion,KADID-10k/images/I42.png,2.33 KADID-10k/images/I42_04_03.png,Color_Diffusion,KADID-10k/images/I42.png,1.37 KADID-10k/images/I42_04_04.png,Color_Diffusion,KADID-10k/images/I42.png,1.27 KADID-10k/images/I42_04_05.png,Color_Diffusion,KADID-10k/images/I42.png,1.2 KADID-10k/images/I42_05_01.png,Color_Shift,KADID-10k/images/I42.png,4.33 KADID-10k/images/I42_05_02.png,Color_Shift,KADID-10k/images/I42.png,3.1 KADID-10k/images/I42_05_03.png,Color_Shift,KADID-10k/images/I42.png,2.47 KADID-10k/images/I42_05_04.png,Color_Shift,KADID-10k/images/I42.png,2.03 KADID-10k/images/I42_05_05.png,Color_Shift,KADID-10k/images/I42.png,2.27 KADID-10k/images/I42_06_01.png,Color_Quantization,KADID-10k/images/I42.png,3.83 KADID-10k/images/I42_06_02.png,Color_Quantization,KADID-10k/images/I42.png,3.63 KADID-10k/images/I42_06_03.png,Color_Quantization,KADID-10k/images/I42.png,2.87 KADID-10k/images/I42_06_04.png,Color_Quantization,KADID-10k/images/I42.png,2.77 KADID-10k/images/I42_06_05.png,Color_Quantization,KADID-10k/images/I42.png,2.13 KADID-10k/images/I42_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I42.png,2.73 KADID-10k/images/I42_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I42.png,2.4 KADID-10k/images/I42_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I42.png,2.03 KADID-10k/images/I42_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I42.png,2.13 KADID-10k/images/I42_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I42.png,2.2 KADID-10k/images/I42_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I42.png,4.7 KADID-10k/images/I42_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I42.png,3.17 KADID-10k/images/I42_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I42.png,2.63 KADID-10k/images/I42_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I42.png,1.67 KADID-10k/images/I42_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I42.png,1.47 KADID-10k/images/I42_09_01.png,JP2K,KADID-10k/images/I42.png,4.73 KADID-10k/images/I42_09_02.png,JP2K,KADID-10k/images/I42.png,4.23 KADID-10k/images/I42_09_03.png,JP2K,KADID-10k/images/I42.png,3.83 KADID-10k/images/I42_09_04.png,JP2K,KADID-10k/images/I42.png,2.39 KADID-10k/images/I42_09_05.png,JP2K,KADID-10k/images/I42.png,1.23 KADID-10k/images/I42_10_01.png,JPEG,KADID-10k/images/I42.png,4.3 KADID-10k/images/I42_10_02.png,JPEG,KADID-10k/images/I42.png,4.33 KADID-10k/images/I42_10_03.png,JPEG,KADID-10k/images/I42.png,3.8 KADID-10k/images/I42_10_04.png,JPEG,KADID-10k/images/I42.png,2.3 KADID-10k/images/I42_10_05.png,JPEG,KADID-10k/images/I42.png,1.43 KADID-10k/images/I42_11_01.png,AWGN,KADID-10k/images/I42.png,4.23 KADID-10k/images/I42_11_02.png,AWGN,KADID-10k/images/I42.png,3.6 KADID-10k/images/I42_11_03.png,AWGN,KADID-10k/images/I42.png,3.33 KADID-10k/images/I42_11_04.png,AWGN,KADID-10k/images/I42.png,3 KADID-10k/images/I42_11_05.png,AWGN,KADID-10k/images/I42.png,2.47 KADID-10k/images/I42_12_01.png,AWGN_YCbCr,KADID-10k/images/I42.png,4.73 KADID-10k/images/I42_12_02.png,AWGN_YCbCr,KADID-10k/images/I42.png,3.83 KADID-10k/images/I42_12_03.png,AWGN_YCbCr,KADID-10k/images/I42.png,3.37 KADID-10k/images/I42_12_04.png,AWGN_YCbCr,KADID-10k/images/I42.png,3.09 KADID-10k/images/I42_12_05.png,AWGN_YCbCr,KADID-10k/images/I42.png,2.7 KADID-10k/images/I42_13_01.png,Impulse_Noise,KADID-10k/images/I42.png,3.9 KADID-10k/images/I42_13_02.png,Impulse_Noise,KADID-10k/images/I42.png,3.17 KADID-10k/images/I42_13_03.png,Impulse_Noise,KADID-10k/images/I42.png,2.63 KADID-10k/images/I42_13_04.png,Impulse_Noise,KADID-10k/images/I42.png,2.43 KADID-10k/images/I42_13_05.png,Impulse_Noise,KADID-10k/images/I42.png,2.33 KADID-10k/images/I42_14_01.png,Multiplicative_Noise,KADID-10k/images/I42.png,4.37 KADID-10k/images/I42_14_02.png,Multiplicative_Noise,KADID-10k/images/I42.png,4.07 KADID-10k/images/I42_14_03.png,Multiplicative_Noise,KADID-10k/images/I42.png,3.23 KADID-10k/images/I42_14_04.png,Multiplicative_Noise,KADID-10k/images/I42.png,2.93 KADID-10k/images/I42_14_05.png,Multiplicative_Noise,KADID-10k/images/I42.png,2.33 KADID-10k/images/I42_15_01.png,Denoising,KADID-10k/images/I42.png,4.03 KADID-10k/images/I42_15_02.png,Denoising,KADID-10k/images/I42.png,3.23 KADID-10k/images/I42_15_03.png,Denoising,KADID-10k/images/I42.png,2.13 KADID-10k/images/I42_15_04.png,Denoising,KADID-10k/images/I42.png,2 KADID-10k/images/I42_15_05.png,Denoising,KADID-10k/images/I42.png,1.5 KADID-10k/images/I42_16_01.png,Brighten,KADID-10k/images/I42.png,4.53 KADID-10k/images/I42_16_02.png,Brighten,KADID-10k/images/I42.png,4.33 KADID-10k/images/I42_16_03.png,Brighten,KADID-10k/images/I42.png,3.7 KADID-10k/images/I42_16_04.png,Brighten,KADID-10k/images/I42.png,2.93 KADID-10k/images/I42_16_05.png,Brighten,KADID-10k/images/I42.png,1.9 KADID-10k/images/I42_17_01.png,Darken,KADID-10k/images/I42.png,4.73 KADID-10k/images/I42_17_02.png,Darken,KADID-10k/images/I42.png,4.53 KADID-10k/images/I42_17_03.png,Darken,KADID-10k/images/I42.png,4.2 KADID-10k/images/I42_17_04.png,Darken,KADID-10k/images/I42.png,3.66 KADID-10k/images/I42_17_05.png,Darken,KADID-10k/images/I42.png,1.77 KADID-10k/images/I42_18_01.png,Mean_Shift,KADID-10k/images/I42.png,4.5 KADID-10k/images/I42_18_02.png,Mean_Shift,KADID-10k/images/I42.png,4.7 KADID-10k/images/I42_18_03.png,Mean_Shift,KADID-10k/images/I42.png,4.77 KADID-10k/images/I42_18_04.png,Mean_Shift,KADID-10k/images/I42.png,4.43 KADID-10k/images/I42_18_05.png,Mean_Shift,KADID-10k/images/I42.png,3.93 KADID-10k/images/I42_19_01.png,Jitter,KADID-10k/images/I42.png,4.37 KADID-10k/images/I42_19_02.png,Jitter,KADID-10k/images/I42.png,4.5 KADID-10k/images/I42_19_03.png,Jitter,KADID-10k/images/I42.png,3.47 KADID-10k/images/I42_19_04.png,Jitter,KADID-10k/images/I42.png,1.97 KADID-10k/images/I42_19_05.png,Jitter,KADID-10k/images/I42.png,1.43 KADID-10k/images/I42_20_01.png,Non-eccentricity_patch,KADID-10k/images/I42.png,4.37 KADID-10k/images/I42_20_02.png,Non-eccentricity_patch,KADID-10k/images/I42.png,4.17 KADID-10k/images/I42_20_03.png,Non-eccentricity_patch,KADID-10k/images/I42.png,3.3 KADID-10k/images/I42_20_04.png,Non-eccentricity_patch,KADID-10k/images/I42.png,3 KADID-10k/images/I42_20_05.png,Non-eccentricity_patch,KADID-10k/images/I42.png,2.5 KADID-10k/images/I42_21_01.png,Pixelate,KADID-10k/images/I42.png,3.42 KADID-10k/images/I42_21_02.png,Pixelate,KADID-10k/images/I42.png,3.06 KADID-10k/images/I42_21_03.png,Pixelate,KADID-10k/images/I42.png,2.77 KADID-10k/images/I42_21_04.png,Pixelate,KADID-10k/images/I42.png,2.67 KADID-10k/images/I42_21_05.png,Pixelate,KADID-10k/images/I42.png,1.43 KADID-10k/images/I42_22_01.png,Quantization,KADID-10k/images/I42.png,4.7 KADID-10k/images/I42_22_02.png,Quantization,KADID-10k/images/I42.png,4.77 KADID-10k/images/I42_22_03.png,Quantization,KADID-10k/images/I42.png,4.61 KADID-10k/images/I42_22_04.png,Quantization,KADID-10k/images/I42.png,4.2 KADID-10k/images/I42_22_05.png,Quantization,KADID-10k/images/I42.png,4 KADID-10k/images/I42_23_01.png,Color_Block,KADID-10k/images/I42.png,3.1 KADID-10k/images/I42_23_02.png,Color_Block,KADID-10k/images/I42.png,2.37 KADID-10k/images/I42_23_03.png,Color_Block,KADID-10k/images/I42.png,2.4 KADID-10k/images/I42_23_04.png,Color_Block,KADID-10k/images/I42.png,2.55 KADID-10k/images/I42_23_05.png,Color_Block,KADID-10k/images/I42.png,1.6 KADID-10k/images/I42_24_01.png,High_Sharpen,KADID-10k/images/I42.png,3.23 KADID-10k/images/I42_24_02.png,High_Sharpen,KADID-10k/images/I42.png,2.9 KADID-10k/images/I42_24_03.png,High_Sharpen,KADID-10k/images/I42.png,2.3 KADID-10k/images/I42_24_04.png,High_Sharpen,KADID-10k/images/I42.png,1.5 KADID-10k/images/I42_24_05.png,High_Sharpen,KADID-10k/images/I42.png,1.47 KADID-10k/images/I42_25_01.png,Contrast Dist.,KADID-10k/images/I42.png,3.13 KADID-10k/images/I42_25_02.png,Contrast Dist.,KADID-10k/images/I42.png,3.87 KADID-10k/images/I42_25_03.png,Contrast Dist.,KADID-10k/images/I42.png,4.27 KADID-10k/images/I42_25_04.png,Contrast Dist.,KADID-10k/images/I42.png,4.3 KADID-10k/images/I42_25_05.png,Contrast Dist.,KADID-10k/images/I42.png,3.1 KADID-10k/images/I43_01_01.png,GBLUR,KADID-10k/images/I43.png,4.8 KADID-10k/images/I43_01_02.png,GBLUR,KADID-10k/images/I43.png,4.47 KADID-10k/images/I43_01_03.png,GBLUR,KADID-10k/images/I43.png,3.67 KADID-10k/images/I43_01_04.png,GBLUR,KADID-10k/images/I43.png,2.47 KADID-10k/images/I43_01_05.png,GBLUR,KADID-10k/images/I43.png,1.6 KADID-10k/images/I43_02_01.png,Lens_Blur,KADID-10k/images/I43.png,4.53 KADID-10k/images/I43_02_02.png,Lens_Blur,KADID-10k/images/I43.png,3.2 KADID-10k/images/I43_02_03.png,Lens_Blur,KADID-10k/images/I43.png,2.2 KADID-10k/images/I43_02_04.png,Lens_Blur,KADID-10k/images/I43.png,1.9 KADID-10k/images/I43_02_05.png,Lens_Blur,KADID-10k/images/I43.png,1.6 KADID-10k/images/I43_03_01.png,Motion_Blur,KADID-10k/images/I43.png,4.7 KADID-10k/images/I43_03_02.png,Motion_Blur,KADID-10k/images/I43.png,4.47 KADID-10k/images/I43_03_03.png,Motion_Blur,KADID-10k/images/I43.png,3.53 KADID-10k/images/I43_03_04.png,Motion_Blur,KADID-10k/images/I43.png,2.83 KADID-10k/images/I43_03_05.png,Motion_Blur,KADID-10k/images/I43.png,2.3 KADID-10k/images/I43_04_01.png,Color_Diffusion,KADID-10k/images/I43.png,4.87 KADID-10k/images/I43_04_02.png,Color_Diffusion,KADID-10k/images/I43.png,2.83 KADID-10k/images/I43_04_03.png,Color_Diffusion,KADID-10k/images/I43.png,2.9 KADID-10k/images/I43_04_04.png,Color_Diffusion,KADID-10k/images/I43.png,2.97 KADID-10k/images/I43_04_05.png,Color_Diffusion,KADID-10k/images/I43.png,2.63 KADID-10k/images/I43_05_01.png,Color_Shift,KADID-10k/images/I43.png,4.33 KADID-10k/images/I43_05_02.png,Color_Shift,KADID-10k/images/I43.png,3.17 KADID-10k/images/I43_05_03.png,Color_Shift,KADID-10k/images/I43.png,1.97 KADID-10k/images/I43_05_04.png,Color_Shift,KADID-10k/images/I43.png,2.1 KADID-10k/images/I43_05_05.png,Color_Shift,KADID-10k/images/I43.png,1.84 KADID-10k/images/I43_06_01.png,Color_Quantization,KADID-10k/images/I43.png,4.57 KADID-10k/images/I43_06_02.png,Color_Quantization,KADID-10k/images/I43.png,4.61 KADID-10k/images/I43_06_03.png,Color_Quantization,KADID-10k/images/I43.png,4.67 KADID-10k/images/I43_06_04.png,Color_Quantization,KADID-10k/images/I43.png,3.93 KADID-10k/images/I43_06_05.png,Color_Quantization,KADID-10k/images/I43.png,3.37 KADID-10k/images/I43_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I43.png,3.1 KADID-10k/images/I43_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I43.png,2.03 KADID-10k/images/I43_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I43.png,2.1 KADID-10k/images/I43_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I43.png,2.53 KADID-10k/images/I43_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I43.png,1.87 KADID-10k/images/I43_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I43.png,4.6 KADID-10k/images/I43_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I43.png,3.7 KADID-10k/images/I43_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I43.png,3.23 KADID-10k/images/I43_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I43.png,2.7 KADID-10k/images/I43_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I43.png,3.07 KADID-10k/images/I43_09_01.png,JP2K,KADID-10k/images/I43.png,4.87 KADID-10k/images/I43_09_02.png,JP2K,KADID-10k/images/I43.png,4.73 KADID-10k/images/I43_09_03.png,JP2K,KADID-10k/images/I43.png,4.37 KADID-10k/images/I43_09_04.png,JP2K,KADID-10k/images/I43.png,3.3 KADID-10k/images/I43_09_05.png,JP2K,KADID-10k/images/I43.png,1.53 KADID-10k/images/I43_10_01.png,JPEG,KADID-10k/images/I43.png,4.67 KADID-10k/images/I43_10_02.png,JPEG,KADID-10k/images/I43.png,4.6 KADID-10k/images/I43_10_03.png,JPEG,KADID-10k/images/I43.png,4.33 KADID-10k/images/I43_10_04.png,JPEG,KADID-10k/images/I43.png,2.07 KADID-10k/images/I43_10_05.png,JPEG,KADID-10k/images/I43.png,1.67 KADID-10k/images/I43_11_01.png,AWGN,KADID-10k/images/I43.png,3.87 KADID-10k/images/I43_11_02.png,AWGN,KADID-10k/images/I43.png,3.63 KADID-10k/images/I43_11_03.png,AWGN,KADID-10k/images/I43.png,3.53 KADID-10k/images/I43_11_04.png,AWGN,KADID-10k/images/I43.png,3.2 KADID-10k/images/I43_11_05.png,AWGN,KADID-10k/images/I43.png,2.7 KADID-10k/images/I43_12_01.png,AWGN_YCbCr,KADID-10k/images/I43.png,4.8 KADID-10k/images/I43_12_02.png,AWGN_YCbCr,KADID-10k/images/I43.png,3.73 KADID-10k/images/I43_12_03.png,AWGN_YCbCr,KADID-10k/images/I43.png,3.87 KADID-10k/images/I43_12_04.png,AWGN_YCbCr,KADID-10k/images/I43.png,2.9 KADID-10k/images/I43_12_05.png,AWGN_YCbCr,KADID-10k/images/I43.png,2.9 KADID-10k/images/I43_13_01.png,Impulse_Noise,KADID-10k/images/I43.png,3.4 KADID-10k/images/I43_13_02.png,Impulse_Noise,KADID-10k/images/I43.png,3.1 KADID-10k/images/I43_13_03.png,Impulse_Noise,KADID-10k/images/I43.png,2.6 KADID-10k/images/I43_13_04.png,Impulse_Noise,KADID-10k/images/I43.png,2.47 KADID-10k/images/I43_13_05.png,Impulse_Noise,KADID-10k/images/I43.png,2.3 KADID-10k/images/I43_14_01.png,Multiplicative_Noise,KADID-10k/images/I43.png,4.87 KADID-10k/images/I43_14_02.png,Multiplicative_Noise,KADID-10k/images/I43.png,4.5 KADID-10k/images/I43_14_03.png,Multiplicative_Noise,KADID-10k/images/I43.png,3.97 KADID-10k/images/I43_14_04.png,Multiplicative_Noise,KADID-10k/images/I43.png,3.03 KADID-10k/images/I43_14_05.png,Multiplicative_Noise,KADID-10k/images/I43.png,2.35 KADID-10k/images/I43_15_01.png,Denoising,KADID-10k/images/I43.png,3.63 KADID-10k/images/I43_15_02.png,Denoising,KADID-10k/images/I43.png,3 KADID-10k/images/I43_15_03.png,Denoising,KADID-10k/images/I43.png,2.13 KADID-10k/images/I43_15_04.png,Denoising,KADID-10k/images/I43.png,1.73 KADID-10k/images/I43_15_05.png,Denoising,KADID-10k/images/I43.png,1.7 KADID-10k/images/I43_16_01.png,Brighten,KADID-10k/images/I43.png,4.42 KADID-10k/images/I43_16_02.png,Brighten,KADID-10k/images/I43.png,3.97 KADID-10k/images/I43_16_03.png,Brighten,KADID-10k/images/I43.png,3.67 KADID-10k/images/I43_16_04.png,Brighten,KADID-10k/images/I43.png,2.3 KADID-10k/images/I43_16_05.png,Brighten,KADID-10k/images/I43.png,1.63 KADID-10k/images/I43_17_01.png,Darken,KADID-10k/images/I43.png,4.47 KADID-10k/images/I43_17_02.png,Darken,KADID-10k/images/I43.png,4.67 KADID-10k/images/I43_17_03.png,Darken,KADID-10k/images/I43.png,4.4 KADID-10k/images/I43_17_04.png,Darken,KADID-10k/images/I43.png,3.9 KADID-10k/images/I43_17_05.png,Darken,KADID-10k/images/I43.png,3.2 KADID-10k/images/I43_18_01.png,Mean_Shift,KADID-10k/images/I43.png,4.2 KADID-10k/images/I43_18_02.png,Mean_Shift,KADID-10k/images/I43.png,4.6 KADID-10k/images/I43_18_03.png,Mean_Shift,KADID-10k/images/I43.png,4.67 KADID-10k/images/I43_18_04.png,Mean_Shift,KADID-10k/images/I43.png,4.5 KADID-10k/images/I43_18_05.png,Mean_Shift,KADID-10k/images/I43.png,4.33 KADID-10k/images/I43_19_01.png,Jitter,KADID-10k/images/I43.png,4.67 KADID-10k/images/I43_19_02.png,Jitter,KADID-10k/images/I43.png,4.57 KADID-10k/images/I43_19_03.png,Jitter,KADID-10k/images/I43.png,3.97 KADID-10k/images/I43_19_04.png,Jitter,KADID-10k/images/I43.png,2.8 KADID-10k/images/I43_19_05.png,Jitter,KADID-10k/images/I43.png,1.9 KADID-10k/images/I43_20_01.png,Non-eccentricity_patch,KADID-10k/images/I43.png,4.5 KADID-10k/images/I43_20_02.png,Non-eccentricity_patch,KADID-10k/images/I43.png,4.53 KADID-10k/images/I43_20_03.png,Non-eccentricity_patch,KADID-10k/images/I43.png,4.5 KADID-10k/images/I43_20_04.png,Non-eccentricity_patch,KADID-10k/images/I43.png,4.07 KADID-10k/images/I43_20_05.png,Non-eccentricity_patch,KADID-10k/images/I43.png,3.67 KADID-10k/images/I43_21_01.png,Pixelate,KADID-10k/images/I43.png,4.57 KADID-10k/images/I43_21_02.png,Pixelate,KADID-10k/images/I43.png,4.17 KADID-10k/images/I43_21_03.png,Pixelate,KADID-10k/images/I43.png,4.03 KADID-10k/images/I43_21_04.png,Pixelate,KADID-10k/images/I43.png,4.07 KADID-10k/images/I43_21_05.png,Pixelate,KADID-10k/images/I43.png,2.13 KADID-10k/images/I43_22_01.png,Quantization,KADID-10k/images/I43.png,3.57 KADID-10k/images/I43_22_02.png,Quantization,KADID-10k/images/I43.png,3.47 KADID-10k/images/I43_22_03.png,Quantization,KADID-10k/images/I43.png,3.23 KADID-10k/images/I43_22_04.png,Quantization,KADID-10k/images/I43.png,3.07 KADID-10k/images/I43_22_05.png,Quantization,KADID-10k/images/I43.png,3 KADID-10k/images/I43_23_01.png,Color_Block,KADID-10k/images/I43.png,2.43 KADID-10k/images/I43_23_02.png,Color_Block,KADID-10k/images/I43.png,2.13 KADID-10k/images/I43_23_03.png,Color_Block,KADID-10k/images/I43.png,2.53 KADID-10k/images/I43_23_04.png,Color_Block,KADID-10k/images/I43.png,2.07 KADID-10k/images/I43_23_05.png,Color_Block,KADID-10k/images/I43.png,2.33 KADID-10k/images/I43_24_01.png,High_Sharpen,KADID-10k/images/I43.png,4.43 KADID-10k/images/I43_24_02.png,High_Sharpen,KADID-10k/images/I43.png,3.73 KADID-10k/images/I43_24_03.png,High_Sharpen,KADID-10k/images/I43.png,2.8 KADID-10k/images/I43_24_04.png,High_Sharpen,KADID-10k/images/I43.png,2.23 KADID-10k/images/I43_24_05.png,High_Sharpen,KADID-10k/images/I43.png,1.81 KADID-10k/images/I43_25_01.png,Contrast Dist.,KADID-10k/images/I43.png,3.8 KADID-10k/images/I43_25_02.png,Contrast Dist.,KADID-10k/images/I43.png,4.2 KADID-10k/images/I43_25_03.png,Contrast Dist.,KADID-10k/images/I43.png,4.53 KADID-10k/images/I43_25_04.png,Contrast Dist.,KADID-10k/images/I43.png,4.13 KADID-10k/images/I43_25_05.png,Contrast Dist.,KADID-10k/images/I43.png,3.1 KADID-10k/images/I44_01_01.png,GBLUR,KADID-10k/images/I44.png,4.43 KADID-10k/images/I44_01_02.png,GBLUR,KADID-10k/images/I44.png,4.07 KADID-10k/images/I44_01_03.png,GBLUR,KADID-10k/images/I44.png,3.63 KADID-10k/images/I44_01_04.png,GBLUR,KADID-10k/images/I44.png,1.87 KADID-10k/images/I44_01_05.png,GBLUR,KADID-10k/images/I44.png,1.13 KADID-10k/images/I44_02_01.png,Lens_Blur,KADID-10k/images/I44.png,4.33 KADID-10k/images/I44_02_02.png,Lens_Blur,KADID-10k/images/I44.png,2.93 KADID-10k/images/I44_02_03.png,Lens_Blur,KADID-10k/images/I44.png,1.67 KADID-10k/images/I44_02_04.png,Lens_Blur,KADID-10k/images/I44.png,1.3 KADID-10k/images/I44_02_05.png,Lens_Blur,KADID-10k/images/I44.png,1.13 KADID-10k/images/I44_03_01.png,Motion_Blur,KADID-10k/images/I44.png,4.47 KADID-10k/images/I44_03_02.png,Motion_Blur,KADID-10k/images/I44.png,4.47 KADID-10k/images/I44_03_03.png,Motion_Blur,KADID-10k/images/I44.png,3.37 KADID-10k/images/I44_03_04.png,Motion_Blur,KADID-10k/images/I44.png,2 KADID-10k/images/I44_03_05.png,Motion_Blur,KADID-10k/images/I44.png,1.57 KADID-10k/images/I44_04_01.png,Color_Diffusion,KADID-10k/images/I44.png,4.57 KADID-10k/images/I44_04_02.png,Color_Diffusion,KADID-10k/images/I44.png,2.2 KADID-10k/images/I44_04_03.png,Color_Diffusion,KADID-10k/images/I44.png,1.43 KADID-10k/images/I44_04_04.png,Color_Diffusion,KADID-10k/images/I44.png,1.48 KADID-10k/images/I44_04_05.png,Color_Diffusion,KADID-10k/images/I44.png,1.17 KADID-10k/images/I44_05_01.png,Color_Shift,KADID-10k/images/I44.png,4.73 KADID-10k/images/I44_05_02.png,Color_Shift,KADID-10k/images/I44.png,2.52 KADID-10k/images/I44_05_03.png,Color_Shift,KADID-10k/images/I44.png,1.93 KADID-10k/images/I44_05_04.png,Color_Shift,KADID-10k/images/I44.png,1.53 KADID-10k/images/I44_05_05.png,Color_Shift,KADID-10k/images/I44.png,1.37 KADID-10k/images/I44_06_01.png,Color_Quantization,KADID-10k/images/I44.png,4.23 KADID-10k/images/I44_06_02.png,Color_Quantization,KADID-10k/images/I44.png,4.2 KADID-10k/images/I44_06_03.png,Color_Quantization,KADID-10k/images/I44.png,3.9 KADID-10k/images/I44_06_04.png,Color_Quantization,KADID-10k/images/I44.png,3.87 KADID-10k/images/I44_06_05.png,Color_Quantization,KADID-10k/images/I44.png,2.93 KADID-10k/images/I44_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I44.png,2.57 KADID-10k/images/I44_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I44.png,1.9 KADID-10k/images/I44_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I44.png,1.94 KADID-10k/images/I44_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I44.png,2.13 KADID-10k/images/I44_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I44.png,2 KADID-10k/images/I44_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I44.png,4.6 KADID-10k/images/I44_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I44.png,3.23 KADID-10k/images/I44_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I44.png,2.2 KADID-10k/images/I44_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I44.png,1.37 KADID-10k/images/I44_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I44.png,1.27 KADID-10k/images/I44_09_01.png,JP2K,KADID-10k/images/I44.png,4.73 KADID-10k/images/I44_09_02.png,JP2K,KADID-10k/images/I44.png,4.57 KADID-10k/images/I44_09_03.png,JP2K,KADID-10k/images/I44.png,4.4 KADID-10k/images/I44_09_04.png,JP2K,KADID-10k/images/I44.png,3.1 KADID-10k/images/I44_09_05.png,JP2K,KADID-10k/images/I44.png,1.33 KADID-10k/images/I44_10_01.png,JPEG,KADID-10k/images/I44.png,4.53 KADID-10k/images/I44_10_02.png,JPEG,KADID-10k/images/I44.png,4.4 KADID-10k/images/I44_10_03.png,JPEG,KADID-10k/images/I44.png,3.87 KADID-10k/images/I44_10_04.png,JPEG,KADID-10k/images/I44.png,2.33 KADID-10k/images/I44_10_05.png,JPEG,KADID-10k/images/I44.png,1.37 KADID-10k/images/I44_11_01.png,AWGN,KADID-10k/images/I44.png,4.07 KADID-10k/images/I44_11_02.png,AWGN,KADID-10k/images/I44.png,3.57 KADID-10k/images/I44_11_03.png,AWGN,KADID-10k/images/I44.png,3.2 KADID-10k/images/I44_11_04.png,AWGN,KADID-10k/images/I44.png,2.77 KADID-10k/images/I44_11_05.png,AWGN,KADID-10k/images/I44.png,2.33 KADID-10k/images/I44_12_01.png,AWGN_YCbCr,KADID-10k/images/I44.png,4.37 KADID-10k/images/I44_12_02.png,AWGN_YCbCr,KADID-10k/images/I44.png,4.03 KADID-10k/images/I44_12_03.png,AWGN_YCbCr,KADID-10k/images/I44.png,3.27 KADID-10k/images/I44_12_04.png,AWGN_YCbCr,KADID-10k/images/I44.png,2.84 KADID-10k/images/I44_12_05.png,AWGN_YCbCr,KADID-10k/images/I44.png,2.23 KADID-10k/images/I44_13_01.png,Impulse_Noise,KADID-10k/images/I44.png,3.7 KADID-10k/images/I44_13_02.png,Impulse_Noise,KADID-10k/images/I44.png,3 KADID-10k/images/I44_13_03.png,Impulse_Noise,KADID-10k/images/I44.png,2.53 KADID-10k/images/I44_13_04.png,Impulse_Noise,KADID-10k/images/I44.png,2.47 KADID-10k/images/I44_13_05.png,Impulse_Noise,KADID-10k/images/I44.png,2.3 KADID-10k/images/I44_14_01.png,Multiplicative_Noise,KADID-10k/images/I44.png,4.4 KADID-10k/images/I44_14_02.png,Multiplicative_Noise,KADID-10k/images/I44.png,3.87 KADID-10k/images/I44_14_03.png,Multiplicative_Noise,KADID-10k/images/I44.png,3.07 KADID-10k/images/I44_14_04.png,Multiplicative_Noise,KADID-10k/images/I44.png,2.8 KADID-10k/images/I44_14_05.png,Multiplicative_Noise,KADID-10k/images/I44.png,2.27 KADID-10k/images/I44_15_01.png,Denoising,KADID-10k/images/I44.png,3.77 KADID-10k/images/I44_15_02.png,Denoising,KADID-10k/images/I44.png,2.97 KADID-10k/images/I44_15_03.png,Denoising,KADID-10k/images/I44.png,2.23 KADID-10k/images/I44_15_04.png,Denoising,KADID-10k/images/I44.png,1.63 KADID-10k/images/I44_15_05.png,Denoising,KADID-10k/images/I44.png,1.2 KADID-10k/images/I44_16_01.png,Brighten,KADID-10k/images/I44.png,4.23 KADID-10k/images/I44_16_02.png,Brighten,KADID-10k/images/I44.png,4.13 KADID-10k/images/I44_16_03.png,Brighten,KADID-10k/images/I44.png,3.47 KADID-10k/images/I44_16_04.png,Brighten,KADID-10k/images/I44.png,2.3 KADID-10k/images/I44_16_05.png,Brighten,KADID-10k/images/I44.png,1.47 KADID-10k/images/I44_17_01.png,Darken,KADID-10k/images/I44.png,4.6 KADID-10k/images/I44_17_02.png,Darken,KADID-10k/images/I44.png,4.5 KADID-10k/images/I44_17_03.png,Darken,KADID-10k/images/I44.png,3.9 KADID-10k/images/I44_17_04.png,Darken,KADID-10k/images/I44.png,3.57 KADID-10k/images/I44_17_05.png,Darken,KADID-10k/images/I44.png,1.7 KADID-10k/images/I44_18_01.png,Mean_Shift,KADID-10k/images/I44.png,4.03 KADID-10k/images/I44_18_02.png,Mean_Shift,KADID-10k/images/I44.png,4.43 KADID-10k/images/I44_18_03.png,Mean_Shift,KADID-10k/images/I44.png,4.4 KADID-10k/images/I44_18_04.png,Mean_Shift,KADID-10k/images/I44.png,4.26 KADID-10k/images/I44_18_05.png,Mean_Shift,KADID-10k/images/I44.png,3.67 KADID-10k/images/I44_19_01.png,Jitter,KADID-10k/images/I44.png,4.47 KADID-10k/images/I44_19_02.png,Jitter,KADID-10k/images/I44.png,4.23 KADID-10k/images/I44_19_03.png,Jitter,KADID-10k/images/I44.png,3.8 KADID-10k/images/I44_19_04.png,Jitter,KADID-10k/images/I44.png,2.2 KADID-10k/images/I44_19_05.png,Jitter,KADID-10k/images/I44.png,1.43 KADID-10k/images/I44_20_01.png,Non-eccentricity_patch,KADID-10k/images/I44.png,4.23 KADID-10k/images/I44_20_02.png,Non-eccentricity_patch,KADID-10k/images/I44.png,3.67 KADID-10k/images/I44_20_03.png,Non-eccentricity_patch,KADID-10k/images/I44.png,4.2 KADID-10k/images/I44_20_04.png,Non-eccentricity_patch,KADID-10k/images/I44.png,3.53 KADID-10k/images/I44_20_05.png,Non-eccentricity_patch,KADID-10k/images/I44.png,3.27 KADID-10k/images/I44_21_01.png,Pixelate,KADID-10k/images/I44.png,4.07 KADID-10k/images/I44_21_02.png,Pixelate,KADID-10k/images/I44.png,3.13 KADID-10k/images/I44_21_03.png,Pixelate,KADID-10k/images/I44.png,3.03 KADID-10k/images/I44_21_04.png,Pixelate,KADID-10k/images/I44.png,3.52 KADID-10k/images/I44_21_05.png,Pixelate,KADID-10k/images/I44.png,1.43 KADID-10k/images/I44_22_01.png,Quantization,KADID-10k/images/I44.png,4.53 KADID-10k/images/I44_22_02.png,Quantization,KADID-10k/images/I44.png,4.33 KADID-10k/images/I44_22_03.png,Quantization,KADID-10k/images/I44.png,4.2 KADID-10k/images/I44_22_04.png,Quantization,KADID-10k/images/I44.png,3.22 KADID-10k/images/I44_22_05.png,Quantization,KADID-10k/images/I44.png,2.33 KADID-10k/images/I44_23_01.png,Color_Block,KADID-10k/images/I44.png,2.73 KADID-10k/images/I44_23_02.png,Color_Block,KADID-10k/images/I44.png,2.57 KADID-10k/images/I44_23_03.png,Color_Block,KADID-10k/images/I44.png,2.23 KADID-10k/images/I44_23_04.png,Color_Block,KADID-10k/images/I44.png,1.97 KADID-10k/images/I44_23_05.png,Color_Block,KADID-10k/images/I44.png,1.97 KADID-10k/images/I44_24_01.png,High_Sharpen,KADID-10k/images/I44.png,3.6 KADID-10k/images/I44_24_02.png,High_Sharpen,KADID-10k/images/I44.png,2.45 KADID-10k/images/I44_24_03.png,High_Sharpen,KADID-10k/images/I44.png,2 KADID-10k/images/I44_24_04.png,High_Sharpen,KADID-10k/images/I44.png,1.73 KADID-10k/images/I44_24_05.png,High_Sharpen,KADID-10k/images/I44.png,1.2 KADID-10k/images/I44_25_01.png,Contrast Dist.,KADID-10k/images/I44.png,3.17 KADID-10k/images/I44_25_02.png,Contrast Dist.,KADID-10k/images/I44.png,3.57 KADID-10k/images/I44_25_03.png,Contrast Dist.,KADID-10k/images/I44.png,4.17 KADID-10k/images/I44_25_04.png,Contrast Dist.,KADID-10k/images/I44.png,3.4 KADID-10k/images/I44_25_05.png,Contrast Dist.,KADID-10k/images/I44.png,2.97 KADID-10k/images/I45_01_01.png,GBLUR,KADID-10k/images/I45.png,4.57 KADID-10k/images/I45_01_02.png,GBLUR,KADID-10k/images/I45.png,4.3 KADID-10k/images/I45_01_03.png,GBLUR,KADID-10k/images/I45.png,2.63 KADID-10k/images/I45_01_04.png,GBLUR,KADID-10k/images/I45.png,1.45 KADID-10k/images/I45_01_05.png,GBLUR,KADID-10k/images/I45.png,1.23 KADID-10k/images/I45_02_01.png,Lens_Blur,KADID-10k/images/I45.png,3.63 KADID-10k/images/I45_02_02.png,Lens_Blur,KADID-10k/images/I45.png,2.13 KADID-10k/images/I45_02_03.png,Lens_Blur,KADID-10k/images/I45.png,1.5 KADID-10k/images/I45_02_04.png,Lens_Blur,KADID-10k/images/I45.png,1.4 KADID-10k/images/I45_02_05.png,Lens_Blur,KADID-10k/images/I45.png,1.17 KADID-10k/images/I45_03_01.png,Motion_Blur,KADID-10k/images/I45.png,4.6 KADID-10k/images/I45_03_02.png,Motion_Blur,KADID-10k/images/I45.png,3.8 KADID-10k/images/I45_03_03.png,Motion_Blur,KADID-10k/images/I45.png,2.53 KADID-10k/images/I45_03_04.png,Motion_Blur,KADID-10k/images/I45.png,1.9 KADID-10k/images/I45_03_05.png,Motion_Blur,KADID-10k/images/I45.png,1.6 KADID-10k/images/I45_04_01.png,Color_Diffusion,KADID-10k/images/I45.png,4.7 KADID-10k/images/I45_04_02.png,Color_Diffusion,KADID-10k/images/I45.png,2.8 KADID-10k/images/I45_04_03.png,Color_Diffusion,KADID-10k/images/I45.png,1.5 KADID-10k/images/I45_04_04.png,Color_Diffusion,KADID-10k/images/I45.png,1.6 KADID-10k/images/I45_04_05.png,Color_Diffusion,KADID-10k/images/I45.png,1.3 KADID-10k/images/I45_05_01.png,Color_Shift,KADID-10k/images/I45.png,3.8 KADID-10k/images/I45_05_02.png,Color_Shift,KADID-10k/images/I45.png,2.69 KADID-10k/images/I45_05_03.png,Color_Shift,KADID-10k/images/I45.png,1.63 KADID-10k/images/I45_05_04.png,Color_Shift,KADID-10k/images/I45.png,1.53 KADID-10k/images/I45_05_05.png,Color_Shift,KADID-10k/images/I45.png,1.63 KADID-10k/images/I45_06_01.png,Color_Quantization,KADID-10k/images/I45.png,3.33 KADID-10k/images/I45_06_02.png,Color_Quantization,KADID-10k/images/I45.png,3 KADID-10k/images/I45_06_03.png,Color_Quantization,KADID-10k/images/I45.png,2.5 KADID-10k/images/I45_06_04.png,Color_Quantization,KADID-10k/images/I45.png,2.47 KADID-10k/images/I45_06_05.png,Color_Quantization,KADID-10k/images/I45.png,1.53 KADID-10k/images/I45_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I45.png,2.93 KADID-10k/images/I45_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I45.png,2.67 KADID-10k/images/I45_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I45.png,2.3 KADID-10k/images/I45_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I45.png,2.57 KADID-10k/images/I45_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I45.png,1.93 KADID-10k/images/I45_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I45.png,4.53 KADID-10k/images/I45_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I45.png,3.4 KADID-10k/images/I45_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I45.png,2.63 KADID-10k/images/I45_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I45.png,1.37 KADID-10k/images/I45_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I45.png,1.3 KADID-10k/images/I45_09_01.png,JP2K,KADID-10k/images/I45.png,4.5 KADID-10k/images/I45_09_02.png,JP2K,KADID-10k/images/I45.png,4.47 KADID-10k/images/I45_09_03.png,JP2K,KADID-10k/images/I45.png,3.23 KADID-10k/images/I45_09_04.png,JP2K,KADID-10k/images/I45.png,2.03 KADID-10k/images/I45_09_05.png,JP2K,KADID-10k/images/I45.png,1.13 KADID-10k/images/I45_10_01.png,JPEG,KADID-10k/images/I45.png,4.1 KADID-10k/images/I45_10_02.png,JPEG,KADID-10k/images/I45.png,4.06 KADID-10k/images/I45_10_03.png,JPEG,KADID-10k/images/I45.png,3.58 KADID-10k/images/I45_10_04.png,JPEG,KADID-10k/images/I45.png,1.53 KADID-10k/images/I45_10_05.png,JPEG,KADID-10k/images/I45.png,1.13 KADID-10k/images/I45_11_01.png,AWGN,KADID-10k/images/I45.png,3.97 KADID-10k/images/I45_11_02.png,AWGN,KADID-10k/images/I45.png,3.17 KADID-10k/images/I45_11_03.png,AWGN,KADID-10k/images/I45.png,2.67 KADID-10k/images/I45_11_04.png,AWGN,KADID-10k/images/I45.png,2.4 KADID-10k/images/I45_11_05.png,AWGN,KADID-10k/images/I45.png,2.33 KADID-10k/images/I45_12_01.png,AWGN_YCbCr,KADID-10k/images/I45.png,4.47 KADID-10k/images/I45_12_02.png,AWGN_YCbCr,KADID-10k/images/I45.png,3.43 KADID-10k/images/I45_12_03.png,AWGN_YCbCr,KADID-10k/images/I45.png,2.94 KADID-10k/images/I45_12_04.png,AWGN_YCbCr,KADID-10k/images/I45.png,2.27 KADID-10k/images/I45_12_05.png,AWGN_YCbCr,KADID-10k/images/I45.png,2.23 KADID-10k/images/I45_13_01.png,Impulse_Noise,KADID-10k/images/I45.png,3.37 KADID-10k/images/I45_13_02.png,Impulse_Noise,KADID-10k/images/I45.png,2.8 KADID-10k/images/I45_13_03.png,Impulse_Noise,KADID-10k/images/I45.png,2.71 KADID-10k/images/I45_13_04.png,Impulse_Noise,KADID-10k/images/I45.png,2.37 KADID-10k/images/I45_13_05.png,Impulse_Noise,KADID-10k/images/I45.png,2.03 KADID-10k/images/I45_14_01.png,Multiplicative_Noise,KADID-10k/images/I45.png,4.27 KADID-10k/images/I45_14_02.png,Multiplicative_Noise,KADID-10k/images/I45.png,3.23 KADID-10k/images/I45_14_03.png,Multiplicative_Noise,KADID-10k/images/I45.png,2.77 KADID-10k/images/I45_14_04.png,Multiplicative_Noise,KADID-10k/images/I45.png,2.3 KADID-10k/images/I45_14_05.png,Multiplicative_Noise,KADID-10k/images/I45.png,1.73 KADID-10k/images/I45_15_01.png,Denoising,KADID-10k/images/I45.png,3.6 KADID-10k/images/I45_15_02.png,Denoising,KADID-10k/images/I45.png,2.27 KADID-10k/images/I45_15_03.png,Denoising,KADID-10k/images/I45.png,1.63 KADID-10k/images/I45_15_04.png,Denoising,KADID-10k/images/I45.png,1.47 KADID-10k/images/I45_15_05.png,Denoising,KADID-10k/images/I45.png,1.3 KADID-10k/images/I45_16_01.png,Brighten,KADID-10k/images/I45.png,4.63 KADID-10k/images/I45_16_02.png,Brighten,KADID-10k/images/I45.png,4.4 KADID-10k/images/I45_16_03.png,Brighten,KADID-10k/images/I45.png,3.7 KADID-10k/images/I45_16_04.png,Brighten,KADID-10k/images/I45.png,2.3 KADID-10k/images/I45_16_05.png,Brighten,KADID-10k/images/I45.png,1.47 KADID-10k/images/I45_17_01.png,Darken,KADID-10k/images/I45.png,4.67 KADID-10k/images/I45_17_02.png,Darken,KADID-10k/images/I45.png,4.63 KADID-10k/images/I45_17_03.png,Darken,KADID-10k/images/I45.png,4.17 KADID-10k/images/I45_17_04.png,Darken,KADID-10k/images/I45.png,3.97 KADID-10k/images/I45_17_05.png,Darken,KADID-10k/images/I45.png,2.87 KADID-10k/images/I45_18_01.png,Mean_Shift,KADID-10k/images/I45.png,4.3 KADID-10k/images/I45_18_02.png,Mean_Shift,KADID-10k/images/I45.png,4.43 KADID-10k/images/I45_18_03.png,Mean_Shift,KADID-10k/images/I45.png,4.53 KADID-10k/images/I45_18_04.png,Mean_Shift,KADID-10k/images/I45.png,4.43 KADID-10k/images/I45_18_05.png,Mean_Shift,KADID-10k/images/I45.png,4.03 KADID-10k/images/I45_19_01.png,Jitter,KADID-10k/images/I45.png,4.4 KADID-10k/images/I45_19_02.png,Jitter,KADID-10k/images/I45.png,4.3 KADID-10k/images/I45_19_03.png,Jitter,KADID-10k/images/I45.png,2.9 KADID-10k/images/I45_19_04.png,Jitter,KADID-10k/images/I45.png,1.57 KADID-10k/images/I45_19_05.png,Jitter,KADID-10k/images/I45.png,1.4 KADID-10k/images/I45_20_01.png,Non-eccentricity_patch,KADID-10k/images/I45.png,4.27 KADID-10k/images/I45_20_02.png,Non-eccentricity_patch,KADID-10k/images/I45.png,3.27 KADID-10k/images/I45_20_03.png,Non-eccentricity_patch,KADID-10k/images/I45.png,2.67 KADID-10k/images/I45_20_04.png,Non-eccentricity_patch,KADID-10k/images/I45.png,3.13 KADID-10k/images/I45_20_05.png,Non-eccentricity_patch,KADID-10k/images/I45.png,2.07 KADID-10k/images/I45_21_01.png,Pixelate,KADID-10k/images/I45.png,3.77 KADID-10k/images/I45_21_02.png,Pixelate,KADID-10k/images/I45.png,2.43 KADID-10k/images/I45_21_03.png,Pixelate,KADID-10k/images/I45.png,2.6 KADID-10k/images/I45_21_04.png,Pixelate,KADID-10k/images/I45.png,2.4 KADID-10k/images/I45_21_05.png,Pixelate,KADID-10k/images/I45.png,1.23 KADID-10k/images/I45_22_01.png,Quantization,KADID-10k/images/I45.png,4.23 KADID-10k/images/I45_22_02.png,Quantization,KADID-10k/images/I45.png,4.1 KADID-10k/images/I45_22_03.png,Quantization,KADID-10k/images/I45.png,3.73 KADID-10k/images/I45_22_04.png,Quantization,KADID-10k/images/I45.png,3.3 KADID-10k/images/I45_22_05.png,Quantization,KADID-10k/images/I45.png,2.47 KADID-10k/images/I45_23_01.png,Color_Block,KADID-10k/images/I45.png,4.03 KADID-10k/images/I45_23_02.png,Color_Block,KADID-10k/images/I45.png,2.77 KADID-10k/images/I45_23_03.png,Color_Block,KADID-10k/images/I45.png,2.4 KADID-10k/images/I45_23_04.png,Color_Block,KADID-10k/images/I45.png,1.97 KADID-10k/images/I45_23_05.png,Color_Block,KADID-10k/images/I45.png,1.97 KADID-10k/images/I45_24_01.png,High_Sharpen,KADID-10k/images/I45.png,3.4 KADID-10k/images/I45_24_02.png,High_Sharpen,KADID-10k/images/I45.png,2.53 KADID-10k/images/I45_24_03.png,High_Sharpen,KADID-10k/images/I45.png,2.1 KADID-10k/images/I45_24_04.png,High_Sharpen,KADID-10k/images/I45.png,1.53 KADID-10k/images/I45_24_05.png,High_Sharpen,KADID-10k/images/I45.png,1.37 KADID-10k/images/I45_25_01.png,Contrast Dist.,KADID-10k/images/I45.png,3.4 KADID-10k/images/I45_25_02.png,Contrast Dist.,KADID-10k/images/I45.png,3.8 KADID-10k/images/I45_25_03.png,Contrast Dist.,KADID-10k/images/I45.png,4.27 KADID-10k/images/I45_25_04.png,Contrast Dist.,KADID-10k/images/I45.png,4.27 KADID-10k/images/I45_25_05.png,Contrast Dist.,KADID-10k/images/I45.png,3.2 KADID-10k/images/I46_01_01.png,GBLUR,KADID-10k/images/I46.png,4.65 KADID-10k/images/I46_01_02.png,GBLUR,KADID-10k/images/I46.png,4.33 KADID-10k/images/I46_01_03.png,GBLUR,KADID-10k/images/I46.png,2.97 KADID-10k/images/I46_01_04.png,GBLUR,KADID-10k/images/I46.png,1.63 KADID-10k/images/I46_01_05.png,GBLUR,KADID-10k/images/I46.png,1.17 KADID-10k/images/I46_02_01.png,Lens_Blur,KADID-10k/images/I46.png,4.03 KADID-10k/images/I46_02_02.png,Lens_Blur,KADID-10k/images/I46.png,2.5 KADID-10k/images/I46_02_03.png,Lens_Blur,KADID-10k/images/I46.png,1.73 KADID-10k/images/I46_02_04.png,Lens_Blur,KADID-10k/images/I46.png,1.33 KADID-10k/images/I46_02_05.png,Lens_Blur,KADID-10k/images/I46.png,1.2 KADID-10k/images/I46_03_01.png,Motion_Blur,KADID-10k/images/I46.png,4.67 KADID-10k/images/I46_03_02.png,Motion_Blur,KADID-10k/images/I46.png,4.1 KADID-10k/images/I46_03_03.png,Motion_Blur,KADID-10k/images/I46.png,3.3 KADID-10k/images/I46_03_04.png,Motion_Blur,KADID-10k/images/I46.png,2 KADID-10k/images/I46_03_05.png,Motion_Blur,KADID-10k/images/I46.png,1.53 KADID-10k/images/I46_04_01.png,Color_Diffusion,KADID-10k/images/I46.png,4.53 KADID-10k/images/I46_04_02.png,Color_Diffusion,KADID-10k/images/I46.png,2.47 KADID-10k/images/I46_04_03.png,Color_Diffusion,KADID-10k/images/I46.png,1.73 KADID-10k/images/I46_04_04.png,Color_Diffusion,KADID-10k/images/I46.png,1.45 KADID-10k/images/I46_04_05.png,Color_Diffusion,KADID-10k/images/I46.png,1.5 KADID-10k/images/I46_05_01.png,Color_Shift,KADID-10k/images/I46.png,4.53 KADID-10k/images/I46_05_02.png,Color_Shift,KADID-10k/images/I46.png,2.8 KADID-10k/images/I46_05_03.png,Color_Shift,KADID-10k/images/I46.png,2.37 KADID-10k/images/I46_05_04.png,Color_Shift,KADID-10k/images/I46.png,2.43 KADID-10k/images/I46_05_05.png,Color_Shift,KADID-10k/images/I46.png,2.67 KADID-10k/images/I46_06_01.png,Color_Quantization,KADID-10k/images/I46.png,4.07 KADID-10k/images/I46_06_02.png,Color_Quantization,KADID-10k/images/I46.png,3.9 KADID-10k/images/I46_06_03.png,Color_Quantization,KADID-10k/images/I46.png,3.67 KADID-10k/images/I46_06_04.png,Color_Quantization,KADID-10k/images/I46.png,3.1 KADID-10k/images/I46_06_05.png,Color_Quantization,KADID-10k/images/I46.png,2.37 KADID-10k/images/I46_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I46.png,2.35 KADID-10k/images/I46_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I46.png,2.57 KADID-10k/images/I46_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I46.png,2.13 KADID-10k/images/I46_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I46.png,1.7 KADID-10k/images/I46_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I46.png,1.63 KADID-10k/images/I46_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I46.png,4.6 KADID-10k/images/I46_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I46.png,3.33 KADID-10k/images/I46_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I46.png,2.47 KADID-10k/images/I46_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I46.png,1.37 KADID-10k/images/I46_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I46.png,1.3 KADID-10k/images/I46_09_01.png,JP2K,KADID-10k/images/I46.png,4.53 KADID-10k/images/I46_09_02.png,JP2K,KADID-10k/images/I46.png,4.1 KADID-10k/images/I46_09_03.png,JP2K,KADID-10k/images/I46.png,3.67 KADID-10k/images/I46_09_04.png,JP2K,KADID-10k/images/I46.png,1.97 KADID-10k/images/I46_09_05.png,JP2K,KADID-10k/images/I46.png,1.17 KADID-10k/images/I46_10_01.png,JPEG,KADID-10k/images/I46.png,4.67 KADID-10k/images/I46_10_02.png,JPEG,KADID-10k/images/I46.png,4.43 KADID-10k/images/I46_10_03.png,JPEG,KADID-10k/images/I46.png,4.13 KADID-10k/images/I46_10_04.png,JPEG,KADID-10k/images/I46.png,2.03 KADID-10k/images/I46_10_05.png,JPEG,KADID-10k/images/I46.png,1.4 KADID-10k/images/I46_11_01.png,AWGN,KADID-10k/images/I46.png,4.23 KADID-10k/images/I46_11_02.png,AWGN,KADID-10k/images/I46.png,3.8 KADID-10k/images/I46_11_03.png,AWGN,KADID-10k/images/I46.png,3.6 KADID-10k/images/I46_11_04.png,AWGN,KADID-10k/images/I46.png,3.03 KADID-10k/images/I46_11_05.png,AWGN,KADID-10k/images/I46.png,2.3 KADID-10k/images/I46_12_01.png,AWGN_YCbCr,KADID-10k/images/I46.png,4.63 KADID-10k/images/I46_12_02.png,AWGN_YCbCr,KADID-10k/images/I46.png,4.17 KADID-10k/images/I46_12_03.png,AWGN_YCbCr,KADID-10k/images/I46.png,3.7 KADID-10k/images/I46_12_04.png,AWGN_YCbCr,KADID-10k/images/I46.png,3.13 KADID-10k/images/I46_12_05.png,AWGN_YCbCr,KADID-10k/images/I46.png,2.77 KADID-10k/images/I46_13_01.png,Impulse_Noise,KADID-10k/images/I46.png,4.4 KADID-10k/images/I46_13_02.png,Impulse_Noise,KADID-10k/images/I46.png,3.6 KADID-10k/images/I46_13_03.png,Impulse_Noise,KADID-10k/images/I46.png,3.37 KADID-10k/images/I46_13_04.png,Impulse_Noise,KADID-10k/images/I46.png,2.73 KADID-10k/images/I46_13_05.png,Impulse_Noise,KADID-10k/images/I46.png,2.3 KADID-10k/images/I46_14_01.png,Multiplicative_Noise,KADID-10k/images/I46.png,4.53 KADID-10k/images/I46_14_02.png,Multiplicative_Noise,KADID-10k/images/I46.png,3.77 KADID-10k/images/I46_14_03.png,Multiplicative_Noise,KADID-10k/images/I46.png,3.07 KADID-10k/images/I46_14_04.png,Multiplicative_Noise,KADID-10k/images/I46.png,2.5 KADID-10k/images/I46_14_05.png,Multiplicative_Noise,KADID-10k/images/I46.png,1.87 KADID-10k/images/I46_15_01.png,Denoising,KADID-10k/images/I46.png,4.23 KADID-10k/images/I46_15_02.png,Denoising,KADID-10k/images/I46.png,3.3 KADID-10k/images/I46_15_03.png,Denoising,KADID-10k/images/I46.png,2.8 KADID-10k/images/I46_15_04.png,Denoising,KADID-10k/images/I46.png,1.72 KADID-10k/images/I46_15_05.png,Denoising,KADID-10k/images/I46.png,1.3 KADID-10k/images/I46_16_01.png,Brighten,KADID-10k/images/I46.png,4.63 KADID-10k/images/I46_16_02.png,Brighten,KADID-10k/images/I46.png,4.4 KADID-10k/images/I46_16_03.png,Brighten,KADID-10k/images/I46.png,3.67 KADID-10k/images/I46_16_04.png,Brighten,KADID-10k/images/I46.png,2.43 KADID-10k/images/I46_16_05.png,Brighten,KADID-10k/images/I46.png,1.67 KADID-10k/images/I46_17_01.png,Darken,KADID-10k/images/I46.png,4.67 KADID-10k/images/I46_17_02.png,Darken,KADID-10k/images/I46.png,4.63 KADID-10k/images/I46_17_03.png,Darken,KADID-10k/images/I46.png,4.27 KADID-10k/images/I46_17_04.png,Darken,KADID-10k/images/I46.png,3.6 KADID-10k/images/I46_17_05.png,Darken,KADID-10k/images/I46.png,2.33 KADID-10k/images/I46_18_01.png,Mean_Shift,KADID-10k/images/I46.png,3.97 KADID-10k/images/I46_18_02.png,Mean_Shift,KADID-10k/images/I46.png,4.57 KADID-10k/images/I46_18_03.png,Mean_Shift,KADID-10k/images/I46.png,4.73 KADID-10k/images/I46_18_04.png,Mean_Shift,KADID-10k/images/I46.png,4.67 KADID-10k/images/I46_18_05.png,Mean_Shift,KADID-10k/images/I46.png,3.97 KADID-10k/images/I46_19_01.png,Jitter,KADID-10k/images/I46.png,4.53 KADID-10k/images/I46_19_02.png,Jitter,KADID-10k/images/I46.png,4.1 KADID-10k/images/I46_19_03.png,Jitter,KADID-10k/images/I46.png,3.33 KADID-10k/images/I46_19_04.png,Jitter,KADID-10k/images/I46.png,1.87 KADID-10k/images/I46_19_05.png,Jitter,KADID-10k/images/I46.png,1.33 KADID-10k/images/I46_20_01.png,Non-eccentricity_patch,KADID-10k/images/I46.png,4.6 KADID-10k/images/I46_20_02.png,Non-eccentricity_patch,KADID-10k/images/I46.png,4.5 KADID-10k/images/I46_20_03.png,Non-eccentricity_patch,KADID-10k/images/I46.png,4.43 KADID-10k/images/I46_20_04.png,Non-eccentricity_patch,KADID-10k/images/I46.png,4.23 KADID-10k/images/I46_20_05.png,Non-eccentricity_patch,KADID-10k/images/I46.png,4.37 KADID-10k/images/I46_21_01.png,Pixelate,KADID-10k/images/I46.png,3.7 KADID-10k/images/I46_21_02.png,Pixelate,KADID-10k/images/I46.png,2.9 KADID-10k/images/I46_21_03.png,Pixelate,KADID-10k/images/I46.png,2.43 KADID-10k/images/I46_21_04.png,Pixelate,KADID-10k/images/I46.png,2.47 KADID-10k/images/I46_21_05.png,Pixelate,KADID-10k/images/I46.png,1.6 KADID-10k/images/I46_22_01.png,Quantization,KADID-10k/images/I46.png,4.57 KADID-10k/images/I46_22_02.png,Quantization,KADID-10k/images/I46.png,4.67 KADID-10k/images/I46_22_03.png,Quantization,KADID-10k/images/I46.png,4.43 KADID-10k/images/I46_22_04.png,Quantization,KADID-10k/images/I46.png,4.5 KADID-10k/images/I46_22_05.png,Quantization,KADID-10k/images/I46.png,3.93 KADID-10k/images/I46_23_01.png,Color_Block,KADID-10k/images/I46.png,2.83 KADID-10k/images/I46_23_02.png,Color_Block,KADID-10k/images/I46.png,2.57 KADID-10k/images/I46_23_03.png,Color_Block,KADID-10k/images/I46.png,2.1 KADID-10k/images/I46_23_04.png,Color_Block,KADID-10k/images/I46.png,2.17 KADID-10k/images/I46_23_05.png,Color_Block,KADID-10k/images/I46.png,1.87 KADID-10k/images/I46_24_01.png,High_Sharpen,KADID-10k/images/I46.png,3.1 KADID-10k/images/I46_24_02.png,High_Sharpen,KADID-10k/images/I46.png,2.33 KADID-10k/images/I46_24_03.png,High_Sharpen,KADID-10k/images/I46.png,1.9 KADID-10k/images/I46_24_04.png,High_Sharpen,KADID-10k/images/I46.png,1.43 KADID-10k/images/I46_24_05.png,High_Sharpen,KADID-10k/images/I46.png,1.3 KADID-10k/images/I46_25_01.png,Contrast Dist.,KADID-10k/images/I46.png,3.53 KADID-10k/images/I46_25_02.png,Contrast Dist.,KADID-10k/images/I46.png,4.23 KADID-10k/images/I46_25_03.png,Contrast Dist.,KADID-10k/images/I46.png,4.57 KADID-10k/images/I46_25_04.png,Contrast Dist.,KADID-10k/images/I46.png,4.33 KADID-10k/images/I46_25_05.png,Contrast Dist.,KADID-10k/images/I46.png,3.47 KADID-10k/images/I47_01_01.png,GBLUR,KADID-10k/images/I47.png,4.5 KADID-10k/images/I47_01_02.png,GBLUR,KADID-10k/images/I47.png,4.27 KADID-10k/images/I47_01_03.png,GBLUR,KADID-10k/images/I47.png,3.13 KADID-10k/images/I47_01_04.png,GBLUR,KADID-10k/images/I47.png,2.07 KADID-10k/images/I47_01_05.png,GBLUR,KADID-10k/images/I47.png,1.47 KADID-10k/images/I47_02_01.png,Lens_Blur,KADID-10k/images/I47.png,4.27 KADID-10k/images/I47_02_02.png,Lens_Blur,KADID-10k/images/I47.png,3.13 KADID-10k/images/I47_02_03.png,Lens_Blur,KADID-10k/images/I47.png,2.33 KADID-10k/images/I47_02_04.png,Lens_Blur,KADID-10k/images/I47.png,1.5 KADID-10k/images/I47_02_05.png,Lens_Blur,KADID-10k/images/I47.png,1.37 KADID-10k/images/I47_03_01.png,Motion_Blur,KADID-10k/images/I47.png,4.63 KADID-10k/images/I47_03_02.png,Motion_Blur,KADID-10k/images/I47.png,4.27 KADID-10k/images/I47_03_03.png,Motion_Blur,KADID-10k/images/I47.png,3.17 KADID-10k/images/I47_03_04.png,Motion_Blur,KADID-10k/images/I47.png,2.4 KADID-10k/images/I47_03_05.png,Motion_Blur,KADID-10k/images/I47.png,1.7 KADID-10k/images/I47_04_01.png,Color_Diffusion,KADID-10k/images/I47.png,4.67 KADID-10k/images/I47_04_02.png,Color_Diffusion,KADID-10k/images/I47.png,2.57 KADID-10k/images/I47_04_03.png,Color_Diffusion,KADID-10k/images/I47.png,1.6 KADID-10k/images/I47_04_04.png,Color_Diffusion,KADID-10k/images/I47.png,1.23 KADID-10k/images/I47_04_05.png,Color_Diffusion,KADID-10k/images/I47.png,1.2 KADID-10k/images/I47_05_01.png,Color_Shift,KADID-10k/images/I47.png,4.47 KADID-10k/images/I47_05_02.png,Color_Shift,KADID-10k/images/I47.png,2.47 KADID-10k/images/I47_05_03.png,Color_Shift,KADID-10k/images/I47.png,1.93 KADID-10k/images/I47_05_04.png,Color_Shift,KADID-10k/images/I47.png,1.68 KADID-10k/images/I47_05_05.png,Color_Shift,KADID-10k/images/I47.png,1.63 KADID-10k/images/I47_06_01.png,Color_Quantization,KADID-10k/images/I47.png,3.83 KADID-10k/images/I47_06_02.png,Color_Quantization,KADID-10k/images/I47.png,3.4 KADID-10k/images/I47_06_03.png,Color_Quantization,KADID-10k/images/I47.png,3.13 KADID-10k/images/I47_06_04.png,Color_Quantization,KADID-10k/images/I47.png,3 KADID-10k/images/I47_06_05.png,Color_Quantization,KADID-10k/images/I47.png,2.33 KADID-10k/images/I47_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I47.png,2.47 KADID-10k/images/I47_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I47.png,2 KADID-10k/images/I47_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I47.png,1.93 KADID-10k/images/I47_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I47.png,2.27 KADID-10k/images/I47_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I47.png,1.73 KADID-10k/images/I47_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I47.png,4.6 KADID-10k/images/I47_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I47.png,3.23 KADID-10k/images/I47_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I47.png,2.53 KADID-10k/images/I47_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I47.png,1.23 KADID-10k/images/I47_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I47.png,1.03 KADID-10k/images/I47_09_01.png,JP2K,KADID-10k/images/I47.png,4.67 KADID-10k/images/I47_09_02.png,JP2K,KADID-10k/images/I47.png,4.2 KADID-10k/images/I47_09_03.png,JP2K,KADID-10k/images/I47.png,4.4 KADID-10k/images/I47_09_04.png,JP2K,KADID-10k/images/I47.png,3.13 KADID-10k/images/I47_09_05.png,JP2K,KADID-10k/images/I47.png,1.47 KADID-10k/images/I47_10_01.png,JPEG,KADID-10k/images/I47.png,4.37 KADID-10k/images/I47_10_02.png,JPEG,KADID-10k/images/I47.png,4.3 KADID-10k/images/I47_10_03.png,JPEG,KADID-10k/images/I47.png,3.87 KADID-10k/images/I47_10_04.png,JPEG,KADID-10k/images/I47.png,1.93 KADID-10k/images/I47_10_05.png,JPEG,KADID-10k/images/I47.png,1.3 KADID-10k/images/I47_11_01.png,AWGN,KADID-10k/images/I47.png,3.9 KADID-10k/images/I47_11_02.png,AWGN,KADID-10k/images/I47.png,3.5 KADID-10k/images/I47_11_03.png,AWGN,KADID-10k/images/I47.png,3.17 KADID-10k/images/I47_11_04.png,AWGN,KADID-10k/images/I47.png,2.63 KADID-10k/images/I47_11_05.png,AWGN,KADID-10k/images/I47.png,2.1 KADID-10k/images/I47_12_01.png,AWGN_YCbCr,KADID-10k/images/I47.png,4.73 KADID-10k/images/I47_12_02.png,AWGN_YCbCr,KADID-10k/images/I47.png,3.73 KADID-10k/images/I47_12_03.png,AWGN_YCbCr,KADID-10k/images/I47.png,3.17 KADID-10k/images/I47_12_04.png,AWGN_YCbCr,KADID-10k/images/I47.png,2.67 KADID-10k/images/I47_12_05.png,AWGN_YCbCr,KADID-10k/images/I47.png,2.39 KADID-10k/images/I47_13_01.png,Impulse_Noise,KADID-10k/images/I47.png,3.67 KADID-10k/images/I47_13_02.png,Impulse_Noise,KADID-10k/images/I47.png,2.8 KADID-10k/images/I47_13_03.png,Impulse_Noise,KADID-10k/images/I47.png,2.47 KADID-10k/images/I47_13_04.png,Impulse_Noise,KADID-10k/images/I47.png,2.1 KADID-10k/images/I47_13_05.png,Impulse_Noise,KADID-10k/images/I47.png,1.83 KADID-10k/images/I47_14_01.png,Multiplicative_Noise,KADID-10k/images/I47.png,4.83 KADID-10k/images/I47_14_02.png,Multiplicative_Noise,KADID-10k/images/I47.png,3.73 KADID-10k/images/I47_14_03.png,Multiplicative_Noise,KADID-10k/images/I47.png,2.7 KADID-10k/images/I47_14_04.png,Multiplicative_Noise,KADID-10k/images/I47.png,2.7 KADID-10k/images/I47_14_05.png,Multiplicative_Noise,KADID-10k/images/I47.png,1.87 KADID-10k/images/I47_15_01.png,Denoising,KADID-10k/images/I47.png,3.73 KADID-10k/images/I47_15_02.png,Denoising,KADID-10k/images/I47.png,2.77 KADID-10k/images/I47_15_03.png,Denoising,KADID-10k/images/I47.png,2.13 KADID-10k/images/I47_15_04.png,Denoising,KADID-10k/images/I47.png,1.6 KADID-10k/images/I47_15_05.png,Denoising,KADID-10k/images/I47.png,1.23 KADID-10k/images/I47_16_01.png,Brighten,KADID-10k/images/I47.png,4.65 KADID-10k/images/I47_16_02.png,Brighten,KADID-10k/images/I47.png,4.53 KADID-10k/images/I47_16_03.png,Brighten,KADID-10k/images/I47.png,3.73 KADID-10k/images/I47_16_04.png,Brighten,KADID-10k/images/I47.png,2.17 KADID-10k/images/I47_16_05.png,Brighten,KADID-10k/images/I47.png,1.9 KADID-10k/images/I47_17_01.png,Darken,KADID-10k/images/I47.png,4.67 KADID-10k/images/I47_17_02.png,Darken,KADID-10k/images/I47.png,4.4 KADID-10k/images/I47_17_03.png,Darken,KADID-10k/images/I47.png,4.3 KADID-10k/images/I47_17_04.png,Darken,KADID-10k/images/I47.png,3.8 KADID-10k/images/I47_17_05.png,Darken,KADID-10k/images/I47.png,2.57 KADID-10k/images/I47_18_01.png,Mean_Shift,KADID-10k/images/I47.png,4.53 KADID-10k/images/I47_18_02.png,Mean_Shift,KADID-10k/images/I47.png,4.53 KADID-10k/images/I47_18_03.png,Mean_Shift,KADID-10k/images/I47.png,4.63 KADID-10k/images/I47_18_04.png,Mean_Shift,KADID-10k/images/I47.png,4.5 KADID-10k/images/I47_18_05.png,Mean_Shift,KADID-10k/images/I47.png,4.3 KADID-10k/images/I47_19_01.png,Jitter,KADID-10k/images/I47.png,4.53 KADID-10k/images/I47_19_02.png,Jitter,KADID-10k/images/I47.png,4.33 KADID-10k/images/I47_19_03.png,Jitter,KADID-10k/images/I47.png,3.2 KADID-10k/images/I47_19_04.png,Jitter,KADID-10k/images/I47.png,1.97 KADID-10k/images/I47_19_05.png,Jitter,KADID-10k/images/I47.png,1.27 KADID-10k/images/I47_20_01.png,Non-eccentricity_patch,KADID-10k/images/I47.png,4.43 KADID-10k/images/I47_20_02.png,Non-eccentricity_patch,KADID-10k/images/I47.png,3.81 KADID-10k/images/I47_20_03.png,Non-eccentricity_patch,KADID-10k/images/I47.png,3.43 KADID-10k/images/I47_20_04.png,Non-eccentricity_patch,KADID-10k/images/I47.png,3.57 KADID-10k/images/I47_20_05.png,Non-eccentricity_patch,KADID-10k/images/I47.png,3.07 KADID-10k/images/I47_21_01.png,Pixelate,KADID-10k/images/I47.png,3.8 KADID-10k/images/I47_21_02.png,Pixelate,KADID-10k/images/I47.png,2.97 KADID-10k/images/I47_21_03.png,Pixelate,KADID-10k/images/I47.png,3.53 KADID-10k/images/I47_21_04.png,Pixelate,KADID-10k/images/I47.png,2.93 KADID-10k/images/I47_21_05.png,Pixelate,KADID-10k/images/I47.png,1.83 KADID-10k/images/I47_22_01.png,Quantization,KADID-10k/images/I47.png,4.17 KADID-10k/images/I47_22_02.png,Quantization,KADID-10k/images/I47.png,4.39 KADID-10k/images/I47_22_03.png,Quantization,KADID-10k/images/I47.png,3.63 KADID-10k/images/I47_22_04.png,Quantization,KADID-10k/images/I47.png,3.43 KADID-10k/images/I47_22_05.png,Quantization,KADID-10k/images/I47.png,2.37 KADID-10k/images/I47_23_01.png,Color_Block,KADID-10k/images/I47.png,2.47 KADID-10k/images/I47_23_02.png,Color_Block,KADID-10k/images/I47.png,2.1 KADID-10k/images/I47_23_03.png,Color_Block,KADID-10k/images/I47.png,2.47 KADID-10k/images/I47_23_04.png,Color_Block,KADID-10k/images/I47.png,1.8 KADID-10k/images/I47_23_05.png,Color_Block,KADID-10k/images/I47.png,1.8 KADID-10k/images/I47_24_01.png,High_Sharpen,KADID-10k/images/I47.png,4 KADID-10k/images/I47_24_02.png,High_Sharpen,KADID-10k/images/I47.png,2.83 KADID-10k/images/I47_24_03.png,High_Sharpen,KADID-10k/images/I47.png,2.6 KADID-10k/images/I47_24_04.png,High_Sharpen,KADID-10k/images/I47.png,1.5 KADID-10k/images/I47_24_05.png,High_Sharpen,KADID-10k/images/I47.png,1.3 KADID-10k/images/I47_25_01.png,Contrast Dist.,KADID-10k/images/I47.png,3.63 KADID-10k/images/I47_25_02.png,Contrast Dist.,KADID-10k/images/I47.png,4.13 KADID-10k/images/I47_25_03.png,Contrast Dist.,KADID-10k/images/I47.png,4.6 KADID-10k/images/I47_25_04.png,Contrast Dist.,KADID-10k/images/I47.png,4.2 KADID-10k/images/I47_25_05.png,Contrast Dist.,KADID-10k/images/I47.png,2.97 KADID-10k/images/I48_01_01.png,GBLUR,KADID-10k/images/I48.png,4.53 KADID-10k/images/I48_01_02.png,GBLUR,KADID-10k/images/I48.png,4.75 KADID-10k/images/I48_01_03.png,GBLUR,KADID-10k/images/I48.png,3.5 KADID-10k/images/I48_01_04.png,GBLUR,KADID-10k/images/I48.png,2.2 KADID-10k/images/I48_01_05.png,GBLUR,KADID-10k/images/I48.png,1.23 KADID-10k/images/I48_02_01.png,Lens_Blur,KADID-10k/images/I48.png,4.13 KADID-10k/images/I48_02_02.png,Lens_Blur,KADID-10k/images/I48.png,3.03 KADID-10k/images/I48_02_03.png,Lens_Blur,KADID-10k/images/I48.png,1.87 KADID-10k/images/I48_02_04.png,Lens_Blur,KADID-10k/images/I48.png,1.7 KADID-10k/images/I48_02_05.png,Lens_Blur,KADID-10k/images/I48.png,1.23 KADID-10k/images/I48_03_01.png,Motion_Blur,KADID-10k/images/I48.png,4.53 KADID-10k/images/I48_03_02.png,Motion_Blur,KADID-10k/images/I48.png,4.27 KADID-10k/images/I48_03_03.png,Motion_Blur,KADID-10k/images/I48.png,3.23 KADID-10k/images/I48_03_04.png,Motion_Blur,KADID-10k/images/I48.png,2.48 KADID-10k/images/I48_03_05.png,Motion_Blur,KADID-10k/images/I48.png,2.13 KADID-10k/images/I48_04_01.png,Color_Diffusion,KADID-10k/images/I48.png,4.63 KADID-10k/images/I48_04_02.png,Color_Diffusion,KADID-10k/images/I48.png,2.27 KADID-10k/images/I48_04_03.png,Color_Diffusion,KADID-10k/images/I48.png,1.57 KADID-10k/images/I48_04_04.png,Color_Diffusion,KADID-10k/images/I48.png,1.43 KADID-10k/images/I48_04_05.png,Color_Diffusion,KADID-10k/images/I48.png,1.5 KADID-10k/images/I48_05_01.png,Color_Shift,KADID-10k/images/I48.png,4.53 KADID-10k/images/I48_05_02.png,Color_Shift,KADID-10k/images/I48.png,2.7 KADID-10k/images/I48_05_03.png,Color_Shift,KADID-10k/images/I48.png,1.8 KADID-10k/images/I48_05_04.png,Color_Shift,KADID-10k/images/I48.png,1.77 KADID-10k/images/I48_05_05.png,Color_Shift,KADID-10k/images/I48.png,1.9 KADID-10k/images/I48_06_01.png,Color_Quantization,KADID-10k/images/I48.png,4.07 KADID-10k/images/I48_06_02.png,Color_Quantization,KADID-10k/images/I48.png,4.1 KADID-10k/images/I48_06_03.png,Color_Quantization,KADID-10k/images/I48.png,3.57 KADID-10k/images/I48_06_04.png,Color_Quantization,KADID-10k/images/I48.png,3.03 KADID-10k/images/I48_06_05.png,Color_Quantization,KADID-10k/images/I48.png,2.07 KADID-10k/images/I48_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I48.png,2.77 KADID-10k/images/I48_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I48.png,2.6 KADID-10k/images/I48_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I48.png,2.13 KADID-10k/images/I48_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I48.png,2.27 KADID-10k/images/I48_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I48.png,2.37 KADID-10k/images/I48_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I48.png,4.47 KADID-10k/images/I48_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I48.png,3 KADID-10k/images/I48_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I48.png,2.63 KADID-10k/images/I48_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I48.png,1.57 KADID-10k/images/I48_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I48.png,1.2 KADID-10k/images/I48_09_01.png,JP2K,KADID-10k/images/I48.png,4.5 KADID-10k/images/I48_09_02.png,JP2K,KADID-10k/images/I48.png,4.57 KADID-10k/images/I48_09_03.png,JP2K,KADID-10k/images/I48.png,4.63 KADID-10k/images/I48_09_04.png,JP2K,KADID-10k/images/I48.png,3.55 KADID-10k/images/I48_09_05.png,JP2K,KADID-10k/images/I48.png,1.47 KADID-10k/images/I48_10_01.png,JPEG,KADID-10k/images/I48.png,4.7 KADID-10k/images/I48_10_02.png,JPEG,KADID-10k/images/I48.png,4.5 KADID-10k/images/I48_10_03.png,JPEG,KADID-10k/images/I48.png,4.17 KADID-10k/images/I48_10_04.png,JPEG,KADID-10k/images/I48.png,1.8 KADID-10k/images/I48_10_05.png,JPEG,KADID-10k/images/I48.png,1.17 KADID-10k/images/I48_11_01.png,AWGN,KADID-10k/images/I48.png,3.77 KADID-10k/images/I48_11_02.png,AWGN,KADID-10k/images/I48.png,3.07 KADID-10k/images/I48_11_03.png,AWGN,KADID-10k/images/I48.png,2.9 KADID-10k/images/I48_11_04.png,AWGN,KADID-10k/images/I48.png,2.67 KADID-10k/images/I48_11_05.png,AWGN,KADID-10k/images/I48.png,2.1 KADID-10k/images/I48_12_01.png,AWGN_YCbCr,KADID-10k/images/I48.png,4.5 KADID-10k/images/I48_12_02.png,AWGN_YCbCr,KADID-10k/images/I48.png,3.67 KADID-10k/images/I48_12_03.png,AWGN_YCbCr,KADID-10k/images/I48.png,2.93 KADID-10k/images/I48_12_04.png,AWGN_YCbCr,KADID-10k/images/I48.png,2.77 KADID-10k/images/I48_12_05.png,AWGN_YCbCr,KADID-10k/images/I48.png,2.27 KADID-10k/images/I48_13_01.png,Impulse_Noise,KADID-10k/images/I48.png,3.13 KADID-10k/images/I48_13_02.png,Impulse_Noise,KADID-10k/images/I48.png,2.8 KADID-10k/images/I48_13_03.png,Impulse_Noise,KADID-10k/images/I48.png,2.47 KADID-10k/images/I48_13_04.png,Impulse_Noise,KADID-10k/images/I48.png,2.06 KADID-10k/images/I48_13_05.png,Impulse_Noise,KADID-10k/images/I48.png,2.27 KADID-10k/images/I48_14_01.png,Multiplicative_Noise,KADID-10k/images/I48.png,4.5 KADID-10k/images/I48_14_02.png,Multiplicative_Noise,KADID-10k/images/I48.png,2.97 KADID-10k/images/I48_14_03.png,Multiplicative_Noise,KADID-10k/images/I48.png,2.9 KADID-10k/images/I48_14_04.png,Multiplicative_Noise,KADID-10k/images/I48.png,2.33 KADID-10k/images/I48_14_05.png,Multiplicative_Noise,KADID-10k/images/I48.png,2.06 KADID-10k/images/I48_15_01.png,Denoising,KADID-10k/images/I48.png,3.3 KADID-10k/images/I48_15_02.png,Denoising,KADID-10k/images/I48.png,2.63 KADID-10k/images/I48_15_03.png,Denoising,KADID-10k/images/I48.png,2.03 KADID-10k/images/I48_15_04.png,Denoising,KADID-10k/images/I48.png,1.63 KADID-10k/images/I48_15_05.png,Denoising,KADID-10k/images/I48.png,1.73 KADID-10k/images/I48_16_01.png,Brighten,KADID-10k/images/I48.png,4.43 KADID-10k/images/I48_16_02.png,Brighten,KADID-10k/images/I48.png,4.6 KADID-10k/images/I48_16_03.png,Brighten,KADID-10k/images/I48.png,3.9 KADID-10k/images/I48_16_04.png,Brighten,KADID-10k/images/I48.png,2.6 KADID-10k/images/I48_16_05.png,Brighten,KADID-10k/images/I48.png,1.7 KADID-10k/images/I48_17_01.png,Darken,KADID-10k/images/I48.png,4.47 KADID-10k/images/I48_17_02.png,Darken,KADID-10k/images/I48.png,4.77 KADID-10k/images/I48_17_03.png,Darken,KADID-10k/images/I48.png,4.47 KADID-10k/images/I48_17_04.png,Darken,KADID-10k/images/I48.png,3.37 KADID-10k/images/I48_17_05.png,Darken,KADID-10k/images/I48.png,2.4 KADID-10k/images/I48_18_01.png,Mean_Shift,KADID-10k/images/I48.png,4.53 KADID-10k/images/I48_18_02.png,Mean_Shift,KADID-10k/images/I48.png,4.63 KADID-10k/images/I48_18_03.png,Mean_Shift,KADID-10k/images/I48.png,4.53 KADID-10k/images/I48_18_04.png,Mean_Shift,KADID-10k/images/I48.png,4.3 KADID-10k/images/I48_18_05.png,Mean_Shift,KADID-10k/images/I48.png,3.87 KADID-10k/images/I48_19_01.png,Jitter,KADID-10k/images/I48.png,4.7 KADID-10k/images/I48_19_02.png,Jitter,KADID-10k/images/I48.png,4.5 KADID-10k/images/I48_19_03.png,Jitter,KADID-10k/images/I48.png,3.6 KADID-10k/images/I48_19_04.png,Jitter,KADID-10k/images/I48.png,2.3 KADID-10k/images/I48_19_05.png,Jitter,KADID-10k/images/I48.png,1.5 KADID-10k/images/I48_20_01.png,Non-eccentricity_patch,KADID-10k/images/I48.png,4.33 KADID-10k/images/I48_20_02.png,Non-eccentricity_patch,KADID-10k/images/I48.png,3.17 KADID-10k/images/I48_20_03.png,Non-eccentricity_patch,KADID-10k/images/I48.png,2.73 KADID-10k/images/I48_20_04.png,Non-eccentricity_patch,KADID-10k/images/I48.png,2.4 KADID-10k/images/I48_20_05.png,Non-eccentricity_patch,KADID-10k/images/I48.png,2.67 KADID-10k/images/I48_21_01.png,Pixelate,KADID-10k/images/I48.png,3.87 KADID-10k/images/I48_21_02.png,Pixelate,KADID-10k/images/I48.png,3.5 KADID-10k/images/I48_21_03.png,Pixelate,KADID-10k/images/I48.png,2.93 KADID-10k/images/I48_21_04.png,Pixelate,KADID-10k/images/I48.png,3.44 KADID-10k/images/I48_21_05.png,Pixelate,KADID-10k/images/I48.png,1.6 KADID-10k/images/I48_22_01.png,Quantization,KADID-10k/images/I48.png,3.23 KADID-10k/images/I48_22_02.png,Quantization,KADID-10k/images/I48.png,3.03 KADID-10k/images/I48_22_03.png,Quantization,KADID-10k/images/I48.png,2.7 KADID-10k/images/I48_22_04.png,Quantization,KADID-10k/images/I48.png,2.3 KADID-10k/images/I48_22_05.png,Quantization,KADID-10k/images/I48.png,1.97 KADID-10k/images/I48_23_01.png,Color_Block,KADID-10k/images/I48.png,3.23 KADID-10k/images/I48_23_02.png,Color_Block,KADID-10k/images/I48.png,2.47 KADID-10k/images/I48_23_03.png,Color_Block,KADID-10k/images/I48.png,2.3 KADID-10k/images/I48_23_04.png,Color_Block,KADID-10k/images/I48.png,2.1 KADID-10k/images/I48_23_05.png,Color_Block,KADID-10k/images/I48.png,1.97 KADID-10k/images/I48_24_01.png,High_Sharpen,KADID-10k/images/I48.png,3.57 KADID-10k/images/I48_24_02.png,High_Sharpen,KADID-10k/images/I48.png,2.55 KADID-10k/images/I48_24_03.png,High_Sharpen,KADID-10k/images/I48.png,2.37 KADID-10k/images/I48_24_04.png,High_Sharpen,KADID-10k/images/I48.png,1.4 KADID-10k/images/I48_24_05.png,High_Sharpen,KADID-10k/images/I48.png,1.5 KADID-10k/images/I48_25_01.png,Contrast Dist.,KADID-10k/images/I48.png,3.1 KADID-10k/images/I48_25_02.png,Contrast Dist.,KADID-10k/images/I48.png,3.67 KADID-10k/images/I48_25_03.png,Contrast Dist.,KADID-10k/images/I48.png,4.13 KADID-10k/images/I48_25_04.png,Contrast Dist.,KADID-10k/images/I48.png,4.5 KADID-10k/images/I48_25_05.png,Contrast Dist.,KADID-10k/images/I48.png,3.9 KADID-10k/images/I49_01_01.png,GBLUR,KADID-10k/images/I49.png,4.63 KADID-10k/images/I49_01_02.png,GBLUR,KADID-10k/images/I49.png,4.63 KADID-10k/images/I49_01_03.png,GBLUR,KADID-10k/images/I49.png,3.3 KADID-10k/images/I49_01_04.png,GBLUR,KADID-10k/images/I49.png,2.47 KADID-10k/images/I49_01_05.png,GBLUR,KADID-10k/images/I49.png,1.37 KADID-10k/images/I49_02_01.png,Lens_Blur,KADID-10k/images/I49.png,4.27 KADID-10k/images/I49_02_02.png,Lens_Blur,KADID-10k/images/I49.png,3.27 KADID-10k/images/I49_02_03.png,Lens_Blur,KADID-10k/images/I49.png,2.26 KADID-10k/images/I49_02_04.png,Lens_Blur,KADID-10k/images/I49.png,1.6 KADID-10k/images/I49_02_05.png,Lens_Blur,KADID-10k/images/I49.png,1.77 KADID-10k/images/I49_03_01.png,Motion_Blur,KADID-10k/images/I49.png,4.73 KADID-10k/images/I49_03_02.png,Motion_Blur,KADID-10k/images/I49.png,4.47 KADID-10k/images/I49_03_03.png,Motion_Blur,KADID-10k/images/I49.png,3 KADID-10k/images/I49_03_04.png,Motion_Blur,KADID-10k/images/I49.png,2.5 KADID-10k/images/I49_03_05.png,Motion_Blur,KADID-10k/images/I49.png,1.8 KADID-10k/images/I49_04_01.png,Color_Diffusion,KADID-10k/images/I49.png,4.77 KADID-10k/images/I49_04_02.png,Color_Diffusion,KADID-10k/images/I49.png,3.13 KADID-10k/images/I49_04_03.png,Color_Diffusion,KADID-10k/images/I49.png,1.93 KADID-10k/images/I49_04_04.png,Color_Diffusion,KADID-10k/images/I49.png,2.23 KADID-10k/images/I49_04_05.png,Color_Diffusion,KADID-10k/images/I49.png,2.33 KADID-10k/images/I49_05_01.png,Color_Shift,KADID-10k/images/I49.png,4.5 KADID-10k/images/I49_05_02.png,Color_Shift,KADID-10k/images/I49.png,3.4 KADID-10k/images/I49_05_03.png,Color_Shift,KADID-10k/images/I49.png,2.43 KADID-10k/images/I49_05_04.png,Color_Shift,KADID-10k/images/I49.png,2.7 KADID-10k/images/I49_05_05.png,Color_Shift,KADID-10k/images/I49.png,2.63 KADID-10k/images/I49_06_01.png,Color_Quantization,KADID-10k/images/I49.png,4.53 KADID-10k/images/I49_06_02.png,Color_Quantization,KADID-10k/images/I49.png,4.6 KADID-10k/images/I49_06_03.png,Color_Quantization,KADID-10k/images/I49.png,4.4 KADID-10k/images/I49_06_04.png,Color_Quantization,KADID-10k/images/I49.png,3.9 KADID-10k/images/I49_06_05.png,Color_Quantization,KADID-10k/images/I49.png,2.93 KADID-10k/images/I49_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I49.png,3.27 KADID-10k/images/I49_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I49.png,2.97 KADID-10k/images/I49_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I49.png,3.23 KADID-10k/images/I49_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I49.png,2.73 KADID-10k/images/I49_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I49.png,2.83 KADID-10k/images/I49_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I49.png,4.53 KADID-10k/images/I49_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I49.png,3.83 KADID-10k/images/I49_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I49.png,3 KADID-10k/images/I49_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I49.png,2.5 KADID-10k/images/I49_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I49.png,2.1 KADID-10k/images/I49_09_01.png,JP2K,KADID-10k/images/I49.png,4.7 KADID-10k/images/I49_09_02.png,JP2K,KADID-10k/images/I49.png,4.63 KADID-10k/images/I49_09_03.png,JP2K,KADID-10k/images/I49.png,4.52 KADID-10k/images/I49_09_04.png,JP2K,KADID-10k/images/I49.png,3.63 KADID-10k/images/I49_09_05.png,JP2K,KADID-10k/images/I49.png,1.67 KADID-10k/images/I49_10_01.png,JPEG,KADID-10k/images/I49.png,4.57 KADID-10k/images/I49_10_02.png,JPEG,KADID-10k/images/I49.png,4.47 KADID-10k/images/I49_10_03.png,JPEG,KADID-10k/images/I49.png,4.3 KADID-10k/images/I49_10_04.png,JPEG,KADID-10k/images/I49.png,1.8 KADID-10k/images/I49_10_05.png,JPEG,KADID-10k/images/I49.png,1.37 KADID-10k/images/I49_11_01.png,AWGN,KADID-10k/images/I49.png,3.8 KADID-10k/images/I49_11_02.png,AWGN,KADID-10k/images/I49.png,3.27 KADID-10k/images/I49_11_03.png,AWGN,KADID-10k/images/I49.png,3 KADID-10k/images/I49_11_04.png,AWGN,KADID-10k/images/I49.png,2.8 KADID-10k/images/I49_11_05.png,AWGN,KADID-10k/images/I49.png,2.63 KADID-10k/images/I49_12_01.png,AWGN_YCbCr,KADID-10k/images/I49.png,4.57 KADID-10k/images/I49_12_02.png,AWGN_YCbCr,KADID-10k/images/I49.png,3.9 KADID-10k/images/I49_12_03.png,AWGN_YCbCr,KADID-10k/images/I49.png,3.17 KADID-10k/images/I49_12_04.png,AWGN_YCbCr,KADID-10k/images/I49.png,2.73 KADID-10k/images/I49_12_05.png,AWGN_YCbCr,KADID-10k/images/I49.png,2.5 KADID-10k/images/I49_13_01.png,Impulse_Noise,KADID-10k/images/I49.png,2.97 KADID-10k/images/I49_13_02.png,Impulse_Noise,KADID-10k/images/I49.png,2.52 KADID-10k/images/I49_13_03.png,Impulse_Noise,KADID-10k/images/I49.png,2.37 KADID-10k/images/I49_13_04.png,Impulse_Noise,KADID-10k/images/I49.png,1.83 KADID-10k/images/I49_13_05.png,Impulse_Noise,KADID-10k/images/I49.png,1.97 KADID-10k/images/I49_14_01.png,Multiplicative_Noise,KADID-10k/images/I49.png,4.83 KADID-10k/images/I49_14_02.png,Multiplicative_Noise,KADID-10k/images/I49.png,4.47 KADID-10k/images/I49_14_03.png,Multiplicative_Noise,KADID-10k/images/I49.png,4.1 KADID-10k/images/I49_14_04.png,Multiplicative_Noise,KADID-10k/images/I49.png,3.77 KADID-10k/images/I49_14_05.png,Multiplicative_Noise,KADID-10k/images/I49.png,3.13 KADID-10k/images/I49_15_01.png,Denoising,KADID-10k/images/I49.png,3.5 KADID-10k/images/I49_15_02.png,Denoising,KADID-10k/images/I49.png,2.6 KADID-10k/images/I49_15_03.png,Denoising,KADID-10k/images/I49.png,1.8 KADID-10k/images/I49_15_04.png,Denoising,KADID-10k/images/I49.png,1.23 KADID-10k/images/I49_15_05.png,Denoising,KADID-10k/images/I49.png,1.37 KADID-10k/images/I49_16_01.png,Brighten,KADID-10k/images/I49.png,4.57 KADID-10k/images/I49_16_02.png,Brighten,KADID-10k/images/I49.png,4.7 KADID-10k/images/I49_16_03.png,Brighten,KADID-10k/images/I49.png,3.93 KADID-10k/images/I49_16_04.png,Brighten,KADID-10k/images/I49.png,3.5 KADID-10k/images/I49_16_05.png,Brighten,KADID-10k/images/I49.png,3.2 KADID-10k/images/I49_17_01.png,Darken,KADID-10k/images/I49.png,4.63 KADID-10k/images/I49_17_02.png,Darken,KADID-10k/images/I49.png,4.67 KADID-10k/images/I49_17_03.png,Darken,KADID-10k/images/I49.png,4.47 KADID-10k/images/I49_17_04.png,Darken,KADID-10k/images/I49.png,3.3 KADID-10k/images/I49_17_05.png,Darken,KADID-10k/images/I49.png,1.63 KADID-10k/images/I49_18_01.png,Mean_Shift,KADID-10k/images/I49.png,4.6 KADID-10k/images/I49_18_02.png,Mean_Shift,KADID-10k/images/I49.png,4.63 KADID-10k/images/I49_18_03.png,Mean_Shift,KADID-10k/images/I49.png,4.7 KADID-10k/images/I49_18_04.png,Mean_Shift,KADID-10k/images/I49.png,4.1 KADID-10k/images/I49_18_05.png,Mean_Shift,KADID-10k/images/I49.png,3.73 KADID-10k/images/I49_19_01.png,Jitter,KADID-10k/images/I49.png,4.57 KADID-10k/images/I49_19_02.png,Jitter,KADID-10k/images/I49.png,4.2 KADID-10k/images/I49_19_03.png,Jitter,KADID-10k/images/I49.png,3.7 KADID-10k/images/I49_19_04.png,Jitter,KADID-10k/images/I49.png,1.87 KADID-10k/images/I49_19_05.png,Jitter,KADID-10k/images/I49.png,1.3 KADID-10k/images/I49_20_01.png,Non-eccentricity_patch,KADID-10k/images/I49.png,4.33 KADID-10k/images/I49_20_02.png,Non-eccentricity_patch,KADID-10k/images/I49.png,3.8 KADID-10k/images/I49_20_03.png,Non-eccentricity_patch,KADID-10k/images/I49.png,3.77 KADID-10k/images/I49_20_04.png,Non-eccentricity_patch,KADID-10k/images/I49.png,3.57 KADID-10k/images/I49_20_05.png,Non-eccentricity_patch,KADID-10k/images/I49.png,3.23 KADID-10k/images/I49_21_01.png,Pixelate,KADID-10k/images/I49.png,4.13 KADID-10k/images/I49_21_02.png,Pixelate,KADID-10k/images/I49.png,3.47 KADID-10k/images/I49_21_03.png,Pixelate,KADID-10k/images/I49.png,3.07 KADID-10k/images/I49_21_04.png,Pixelate,KADID-10k/images/I49.png,2.9 KADID-10k/images/I49_21_05.png,Pixelate,KADID-10k/images/I49.png,1.43 KADID-10k/images/I49_22_01.png,Quantization,KADID-10k/images/I49.png,4.3 KADID-10k/images/I49_22_02.png,Quantization,KADID-10k/images/I49.png,3.57 KADID-10k/images/I49_22_03.png,Quantization,KADID-10k/images/I49.png,3.53 KADID-10k/images/I49_22_04.png,Quantization,KADID-10k/images/I49.png,2.83 KADID-10k/images/I49_22_05.png,Quantization,KADID-10k/images/I49.png,2.47 KADID-10k/images/I49_23_01.png,Color_Block,KADID-10k/images/I49.png,3.33 KADID-10k/images/I49_23_02.png,Color_Block,KADID-10k/images/I49.png,2.47 KADID-10k/images/I49_23_03.png,Color_Block,KADID-10k/images/I49.png,2.4 KADID-10k/images/I49_23_04.png,Color_Block,KADID-10k/images/I49.png,2.13 KADID-10k/images/I49_23_05.png,Color_Block,KADID-10k/images/I49.png,2.07 KADID-10k/images/I49_24_01.png,High_Sharpen,KADID-10k/images/I49.png,4.1 KADID-10k/images/I49_24_02.png,High_Sharpen,KADID-10k/images/I49.png,3.5 KADID-10k/images/I49_24_03.png,High_Sharpen,KADID-10k/images/I49.png,2.93 KADID-10k/images/I49_24_04.png,High_Sharpen,KADID-10k/images/I49.png,2.07 KADID-10k/images/I49_24_05.png,High_Sharpen,KADID-10k/images/I49.png,1.6 KADID-10k/images/I49_25_01.png,Contrast Dist.,KADID-10k/images/I49.png,3.63 KADID-10k/images/I49_25_02.png,Contrast Dist.,KADID-10k/images/I49.png,4 KADID-10k/images/I49_25_03.png,Contrast Dist.,KADID-10k/images/I49.png,4.47 KADID-10k/images/I49_25_04.png,Contrast Dist.,KADID-10k/images/I49.png,4.07 KADID-10k/images/I49_25_05.png,Contrast Dist.,KADID-10k/images/I49.png,3.97 KADID-10k/images/I50_01_01.png,GBLUR,KADID-10k/images/I50.png,4.57 KADID-10k/images/I50_01_02.png,GBLUR,KADID-10k/images/I50.png,4.13 KADID-10k/images/I50_01_03.png,GBLUR,KADID-10k/images/I50.png,2.73 KADID-10k/images/I50_01_04.png,GBLUR,KADID-10k/images/I50.png,1.83 KADID-10k/images/I50_01_05.png,GBLUR,KADID-10k/images/I50.png,1.2 KADID-10k/images/I50_02_01.png,Lens_Blur,KADID-10k/images/I50.png,3.9 KADID-10k/images/I50_02_02.png,Lens_Blur,KADID-10k/images/I50.png,2.6 KADID-10k/images/I50_02_03.png,Lens_Blur,KADID-10k/images/I50.png,1.8 KADID-10k/images/I50_02_04.png,Lens_Blur,KADID-10k/images/I50.png,1.33 KADID-10k/images/I50_02_05.png,Lens_Blur,KADID-10k/images/I50.png,1.17 KADID-10k/images/I50_03_01.png,Motion_Blur,KADID-10k/images/I50.png,4.6 KADID-10k/images/I50_03_02.png,Motion_Blur,KADID-10k/images/I50.png,3.8 KADID-10k/images/I50_03_03.png,Motion_Blur,KADID-10k/images/I50.png,2.77 KADID-10k/images/I50_03_04.png,Motion_Blur,KADID-10k/images/I50.png,2.2 KADID-10k/images/I50_03_05.png,Motion_Blur,KADID-10k/images/I50.png,1.53 KADID-10k/images/I50_04_01.png,Color_Diffusion,KADID-10k/images/I50.png,4.52 KADID-10k/images/I50_04_02.png,Color_Diffusion,KADID-10k/images/I50.png,2.57 KADID-10k/images/I50_04_03.png,Color_Diffusion,KADID-10k/images/I50.png,1.93 KADID-10k/images/I50_04_04.png,Color_Diffusion,KADID-10k/images/I50.png,1.53 KADID-10k/images/I50_04_05.png,Color_Diffusion,KADID-10k/images/I50.png,1.47 KADID-10k/images/I50_05_01.png,Color_Shift,KADID-10k/images/I50.png,3.83 KADID-10k/images/I50_05_02.png,Color_Shift,KADID-10k/images/I50.png,2.1 KADID-10k/images/I50_05_03.png,Color_Shift,KADID-10k/images/I50.png,1.7 KADID-10k/images/I50_05_04.png,Color_Shift,KADID-10k/images/I50.png,1.47 KADID-10k/images/I50_05_05.png,Color_Shift,KADID-10k/images/I50.png,1.67 KADID-10k/images/I50_06_01.png,Color_Quantization,KADID-10k/images/I50.png,3.7 KADID-10k/images/I50_06_02.png,Color_Quantization,KADID-10k/images/I50.png,3.83 KADID-10k/images/I50_06_03.png,Color_Quantization,KADID-10k/images/I50.png,3.43 KADID-10k/images/I50_06_04.png,Color_Quantization,KADID-10k/images/I50.png,3.07 KADID-10k/images/I50_06_05.png,Color_Quantization,KADID-10k/images/I50.png,2.67 KADID-10k/images/I50_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I50.png,2.6 KADID-10k/images/I50_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I50.png,2.27 KADID-10k/images/I50_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I50.png,1.93 KADID-10k/images/I50_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I50.png,2.2 KADID-10k/images/I50_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I50.png,2.03 KADID-10k/images/I50_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I50.png,4.47 KADID-10k/images/I50_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I50.png,3.13 KADID-10k/images/I50_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I50.png,2.63 KADID-10k/images/I50_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I50.png,1.63 KADID-10k/images/I50_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I50.png,1.27 KADID-10k/images/I50_09_01.png,JP2K,KADID-10k/images/I50.png,4.43 KADID-10k/images/I50_09_02.png,JP2K,KADID-10k/images/I50.png,4.3 KADID-10k/images/I50_09_03.png,JP2K,KADID-10k/images/I50.png,3.83 KADID-10k/images/I50_09_04.png,JP2K,KADID-10k/images/I50.png,2.63 KADID-10k/images/I50_09_05.png,JP2K,KADID-10k/images/I50.png,1.27 KADID-10k/images/I50_10_01.png,JPEG,KADID-10k/images/I50.png,4.17 KADID-10k/images/I50_10_02.png,JPEG,KADID-10k/images/I50.png,4.4 KADID-10k/images/I50_10_03.png,JPEG,KADID-10k/images/I50.png,4.03 KADID-10k/images/I50_10_04.png,JPEG,KADID-10k/images/I50.png,2.27 KADID-10k/images/I50_10_05.png,JPEG,KADID-10k/images/I50.png,1.1 KADID-10k/images/I50_11_01.png,AWGN,KADID-10k/images/I50.png,3.9 KADID-10k/images/I50_11_02.png,AWGN,KADID-10k/images/I50.png,3.43 KADID-10k/images/I50_11_03.png,AWGN,KADID-10k/images/I50.png,3.17 KADID-10k/images/I50_11_04.png,AWGN,KADID-10k/images/I50.png,2.53 KADID-10k/images/I50_11_05.png,AWGN,KADID-10k/images/I50.png,2.37 KADID-10k/images/I50_12_01.png,AWGN_YCbCr,KADID-10k/images/I50.png,4.4 KADID-10k/images/I50_12_02.png,AWGN_YCbCr,KADID-10k/images/I50.png,3.17 KADID-10k/images/I50_12_03.png,AWGN_YCbCr,KADID-10k/images/I50.png,3.27 KADID-10k/images/I50_12_04.png,AWGN_YCbCr,KADID-10k/images/I50.png,2.3 KADID-10k/images/I50_12_05.png,AWGN_YCbCr,KADID-10k/images/I50.png,2.2 KADID-10k/images/I50_13_01.png,Impulse_Noise,KADID-10k/images/I50.png,3.63 KADID-10k/images/I50_13_02.png,Impulse_Noise,KADID-10k/images/I50.png,2.93 KADID-10k/images/I50_13_03.png,Impulse_Noise,KADID-10k/images/I50.png,2.87 KADID-10k/images/I50_13_04.png,Impulse_Noise,KADID-10k/images/I50.png,2.07 KADID-10k/images/I50_13_05.png,Impulse_Noise,KADID-10k/images/I50.png,2.03 KADID-10k/images/I50_14_01.png,Multiplicative_Noise,KADID-10k/images/I50.png,4.07 KADID-10k/images/I50_14_02.png,Multiplicative_Noise,KADID-10k/images/I50.png,3.16 KADID-10k/images/I50_14_03.png,Multiplicative_Noise,KADID-10k/images/I50.png,2.67 KADID-10k/images/I50_14_04.png,Multiplicative_Noise,KADID-10k/images/I50.png,2.13 KADID-10k/images/I50_14_05.png,Multiplicative_Noise,KADID-10k/images/I50.png,1.9 KADID-10k/images/I50_15_01.png,Denoising,KADID-10k/images/I50.png,3.6 KADID-10k/images/I50_15_02.png,Denoising,KADID-10k/images/I50.png,2.77 KADID-10k/images/I50_15_03.png,Denoising,KADID-10k/images/I50.png,2.23 KADID-10k/images/I50_15_04.png,Denoising,KADID-10k/images/I50.png,1.8 KADID-10k/images/I50_15_05.png,Denoising,KADID-10k/images/I50.png,1.53 KADID-10k/images/I50_16_01.png,Brighten,KADID-10k/images/I50.png,4.47 KADID-10k/images/I50_16_02.png,Brighten,KADID-10k/images/I50.png,4.23 KADID-10k/images/I50_16_03.png,Brighten,KADID-10k/images/I50.png,3.3 KADID-10k/images/I50_16_04.png,Brighten,KADID-10k/images/I50.png,1.7 KADID-10k/images/I50_16_05.png,Brighten,KADID-10k/images/I50.png,1.5 KADID-10k/images/I50_17_01.png,Darken,KADID-10k/images/I50.png,4.33 KADID-10k/images/I50_17_02.png,Darken,KADID-10k/images/I50.png,4.2 KADID-10k/images/I50_17_03.png,Darken,KADID-10k/images/I50.png,4.13 KADID-10k/images/I50_17_04.png,Darken,KADID-10k/images/I50.png,3.63 KADID-10k/images/I50_17_05.png,Darken,KADID-10k/images/I50.png,2.57 KADID-10k/images/I50_18_01.png,Mean_Shift,KADID-10k/images/I50.png,4.27 KADID-10k/images/I50_18_02.png,Mean_Shift,KADID-10k/images/I50.png,4.17 KADID-10k/images/I50_18_03.png,Mean_Shift,KADID-10k/images/I50.png,4.57 KADID-10k/images/I50_18_04.png,Mean_Shift,KADID-10k/images/I50.png,4.27 KADID-10k/images/I50_18_05.png,Mean_Shift,KADID-10k/images/I50.png,3.67 KADID-10k/images/I50_19_01.png,Jitter,KADID-10k/images/I50.png,4.57 KADID-10k/images/I50_19_02.png,Jitter,KADID-10k/images/I50.png,4.37 KADID-10k/images/I50_19_03.png,Jitter,KADID-10k/images/I50.png,3.83 KADID-10k/images/I50_19_04.png,Jitter,KADID-10k/images/I50.png,2.27 KADID-10k/images/I50_19_05.png,Jitter,KADID-10k/images/I50.png,1.37 KADID-10k/images/I50_20_01.png,Non-eccentricity_patch,KADID-10k/images/I50.png,3.87 KADID-10k/images/I50_20_02.png,Non-eccentricity_patch,KADID-10k/images/I50.png,3.87 KADID-10k/images/I50_20_03.png,Non-eccentricity_patch,KADID-10k/images/I50.png,3.33 KADID-10k/images/I50_20_04.png,Non-eccentricity_patch,KADID-10k/images/I50.png,2.37 KADID-10k/images/I50_20_05.png,Non-eccentricity_patch,KADID-10k/images/I50.png,2.17 KADID-10k/images/I50_21_01.png,Pixelate,KADID-10k/images/I50.png,4.37 KADID-10k/images/I50_21_02.png,Pixelate,KADID-10k/images/I50.png,3.47 KADID-10k/images/I50_21_03.png,Pixelate,KADID-10k/images/I50.png,3.53 KADID-10k/images/I50_21_04.png,Pixelate,KADID-10k/images/I50.png,3.03 KADID-10k/images/I50_21_05.png,Pixelate,KADID-10k/images/I50.png,1.52 KADID-10k/images/I50_22_01.png,Quantization,KADID-10k/images/I50.png,3.87 KADID-10k/images/I50_22_02.png,Quantization,KADID-10k/images/I50.png,3.93 KADID-10k/images/I50_22_03.png,Quantization,KADID-10k/images/I50.png,3.83 KADID-10k/images/I50_22_04.png,Quantization,KADID-10k/images/I50.png,3.73 KADID-10k/images/I50_22_05.png,Quantization,KADID-10k/images/I50.png,2.73 KADID-10k/images/I50_23_01.png,Color_Block,KADID-10k/images/I50.png,2.57 KADID-10k/images/I50_23_02.png,Color_Block,KADID-10k/images/I50.png,2.23 KADID-10k/images/I50_23_03.png,Color_Block,KADID-10k/images/I50.png,2.2 KADID-10k/images/I50_23_04.png,Color_Block,KADID-10k/images/I50.png,1.53 KADID-10k/images/I50_23_05.png,Color_Block,KADID-10k/images/I50.png,1.87 KADID-10k/images/I50_24_01.png,High_Sharpen,KADID-10k/images/I50.png,3.33 KADID-10k/images/I50_24_02.png,High_Sharpen,KADID-10k/images/I50.png,2.6 KADID-10k/images/I50_24_03.png,High_Sharpen,KADID-10k/images/I50.png,2.16 KADID-10k/images/I50_24_04.png,High_Sharpen,KADID-10k/images/I50.png,1.35 KADID-10k/images/I50_24_05.png,High_Sharpen,KADID-10k/images/I50.png,1.23 KADID-10k/images/I50_25_01.png,Contrast Dist.,KADID-10k/images/I50.png,3 KADID-10k/images/I50_25_02.png,Contrast Dist.,KADID-10k/images/I50.png,3.6 KADID-10k/images/I50_25_03.png,Contrast Dist.,KADID-10k/images/I50.png,4.17 KADID-10k/images/I50_25_04.png,Contrast Dist.,KADID-10k/images/I50.png,4.33 KADID-10k/images/I50_25_05.png,Contrast Dist.,KADID-10k/images/I50.png,3.57 KADID-10k/images/I51_01_01.png,GBLUR,KADID-10k/images/I51.png,4.53 KADID-10k/images/I51_01_02.png,GBLUR,KADID-10k/images/I51.png,4.37 KADID-10k/images/I51_01_03.png,GBLUR,KADID-10k/images/I51.png,2.5 KADID-10k/images/I51_01_04.png,GBLUR,KADID-10k/images/I51.png,1.53 KADID-10k/images/I51_01_05.png,GBLUR,KADID-10k/images/I51.png,1.33 KADID-10k/images/I51_02_01.png,Lens_Blur,KADID-10k/images/I51.png,4.03 KADID-10k/images/I51_02_02.png,Lens_Blur,KADID-10k/images/I51.png,2.48 KADID-10k/images/I51_02_03.png,Lens_Blur,KADID-10k/images/I51.png,1.73 KADID-10k/images/I51_02_04.png,Lens_Blur,KADID-10k/images/I51.png,1.37 KADID-10k/images/I51_02_05.png,Lens_Blur,KADID-10k/images/I51.png,1.13 KADID-10k/images/I51_03_01.png,Motion_Blur,KADID-10k/images/I51.png,4.77 KADID-10k/images/I51_03_02.png,Motion_Blur,KADID-10k/images/I51.png,4.03 KADID-10k/images/I51_03_03.png,Motion_Blur,KADID-10k/images/I51.png,1.93 KADID-10k/images/I51_03_04.png,Motion_Blur,KADID-10k/images/I51.png,2 KADID-10k/images/I51_03_05.png,Motion_Blur,KADID-10k/images/I51.png,1.23 KADID-10k/images/I51_04_01.png,Color_Diffusion,KADID-10k/images/I51.png,4.7 KADID-10k/images/I51_04_02.png,Color_Diffusion,KADID-10k/images/I51.png,2.97 KADID-10k/images/I51_04_03.png,Color_Diffusion,KADID-10k/images/I51.png,1.7 KADID-10k/images/I51_04_04.png,Color_Diffusion,KADID-10k/images/I51.png,1.4 KADID-10k/images/I51_04_05.png,Color_Diffusion,KADID-10k/images/I51.png,1.17 KADID-10k/images/I51_05_01.png,Color_Shift,KADID-10k/images/I51.png,3.87 KADID-10k/images/I51_05_02.png,Color_Shift,KADID-10k/images/I51.png,2.23 KADID-10k/images/I51_05_03.png,Color_Shift,KADID-10k/images/I51.png,1.53 KADID-10k/images/I51_05_04.png,Color_Shift,KADID-10k/images/I51.png,1.5 KADID-10k/images/I51_05_05.png,Color_Shift,KADID-10k/images/I51.png,1.77 KADID-10k/images/I51_06_01.png,Color_Quantization,KADID-10k/images/I51.png,3.93 KADID-10k/images/I51_06_02.png,Color_Quantization,KADID-10k/images/I51.png,3.9 KADID-10k/images/I51_06_03.png,Color_Quantization,KADID-10k/images/I51.png,3.77 KADID-10k/images/I51_06_04.png,Color_Quantization,KADID-10k/images/I51.png,3.3 KADID-10k/images/I51_06_05.png,Color_Quantization,KADID-10k/images/I51.png,2.63 KADID-10k/images/I51_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I51.png,2.87 KADID-10k/images/I51_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I51.png,2.27 KADID-10k/images/I51_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I51.png,2.3 KADID-10k/images/I51_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I51.png,2.43 KADID-10k/images/I51_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I51.png,2.03 KADID-10k/images/I51_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I51.png,4.67 KADID-10k/images/I51_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I51.png,3.3 KADID-10k/images/I51_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I51.png,2.97 KADID-10k/images/I51_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I51.png,2.07 KADID-10k/images/I51_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I51.png,1.5 KADID-10k/images/I51_09_01.png,JP2K,KADID-10k/images/I51.png,4.8 KADID-10k/images/I51_09_02.png,JP2K,KADID-10k/images/I51.png,4.47 KADID-10k/images/I51_09_03.png,JP2K,KADID-10k/images/I51.png,3.77 KADID-10k/images/I51_09_04.png,JP2K,KADID-10k/images/I51.png,1.93 KADID-10k/images/I51_09_05.png,JP2K,KADID-10k/images/I51.png,1.37 KADID-10k/images/I51_10_01.png,JPEG,KADID-10k/images/I51.png,4.2 KADID-10k/images/I51_10_02.png,JPEG,KADID-10k/images/I51.png,4.13 KADID-10k/images/I51_10_03.png,JPEG,KADID-10k/images/I51.png,3.67 KADID-10k/images/I51_10_04.png,JPEG,KADID-10k/images/I51.png,1.7 KADID-10k/images/I51_10_05.png,JPEG,KADID-10k/images/I51.png,1.23 KADID-10k/images/I51_11_01.png,AWGN,KADID-10k/images/I51.png,3.6 KADID-10k/images/I51_11_02.png,AWGN,KADID-10k/images/I51.png,2.93 KADID-10k/images/I51_11_03.png,AWGN,KADID-10k/images/I51.png,3.03 KADID-10k/images/I51_11_04.png,AWGN,KADID-10k/images/I51.png,2.53 KADID-10k/images/I51_11_05.png,AWGN,KADID-10k/images/I51.png,2.23 KADID-10k/images/I51_12_01.png,AWGN_YCbCr,KADID-10k/images/I51.png,4.43 KADID-10k/images/I51_12_02.png,AWGN_YCbCr,KADID-10k/images/I51.png,3.3 KADID-10k/images/I51_12_03.png,AWGN_YCbCr,KADID-10k/images/I51.png,2.57 KADID-10k/images/I51_12_04.png,AWGN_YCbCr,KADID-10k/images/I51.png,2.4 KADID-10k/images/I51_12_05.png,AWGN_YCbCr,KADID-10k/images/I51.png,2.27 KADID-10k/images/I51_13_01.png,Impulse_Noise,KADID-10k/images/I51.png,3.73 KADID-10k/images/I51_13_02.png,Impulse_Noise,KADID-10k/images/I51.png,2.53 KADID-10k/images/I51_13_03.png,Impulse_Noise,KADID-10k/images/I51.png,2.3 KADID-10k/images/I51_13_04.png,Impulse_Noise,KADID-10k/images/I51.png,2.2 KADID-10k/images/I51_13_05.png,Impulse_Noise,KADID-10k/images/I51.png,2.2 KADID-10k/images/I51_14_01.png,Multiplicative_Noise,KADID-10k/images/I51.png,4.4 KADID-10k/images/I51_14_02.png,Multiplicative_Noise,KADID-10k/images/I51.png,3 KADID-10k/images/I51_14_03.png,Multiplicative_Noise,KADID-10k/images/I51.png,2.97 KADID-10k/images/I51_14_04.png,Multiplicative_Noise,KADID-10k/images/I51.png,2.63 KADID-10k/images/I51_14_05.png,Multiplicative_Noise,KADID-10k/images/I51.png,1.93 KADID-10k/images/I51_15_01.png,Denoising,KADID-10k/images/I51.png,3.97 KADID-10k/images/I51_15_02.png,Denoising,KADID-10k/images/I51.png,3 KADID-10k/images/I51_15_03.png,Denoising,KADID-10k/images/I51.png,2.2 KADID-10k/images/I51_15_04.png,Denoising,KADID-10k/images/I51.png,1.69 KADID-10k/images/I51_15_05.png,Denoising,KADID-10k/images/I51.png,1.33 KADID-10k/images/I51_16_01.png,Brighten,KADID-10k/images/I51.png,4.4 KADID-10k/images/I51_16_02.png,Brighten,KADID-10k/images/I51.png,4.27 KADID-10k/images/I51_16_03.png,Brighten,KADID-10k/images/I51.png,3.7 KADID-10k/images/I51_16_04.png,Brighten,KADID-10k/images/I51.png,2.73 KADID-10k/images/I51_16_05.png,Brighten,KADID-10k/images/I51.png,2.07 KADID-10k/images/I51_17_01.png,Darken,KADID-10k/images/I51.png,4.63 KADID-10k/images/I51_17_02.png,Darken,KADID-10k/images/I51.png,4.67 KADID-10k/images/I51_17_03.png,Darken,KADID-10k/images/I51.png,4.37 KADID-10k/images/I51_17_04.png,Darken,KADID-10k/images/I51.png,3.77 KADID-10k/images/I51_17_05.png,Darken,KADID-10k/images/I51.png,2.07 KADID-10k/images/I51_18_01.png,Mean_Shift,KADID-10k/images/I51.png,4.3 KADID-10k/images/I51_18_02.png,Mean_Shift,KADID-10k/images/I51.png,4.45 KADID-10k/images/I51_18_03.png,Mean_Shift,KADID-10k/images/I51.png,4.43 KADID-10k/images/I51_18_04.png,Mean_Shift,KADID-10k/images/I51.png,4.48 KADID-10k/images/I51_18_05.png,Mean_Shift,KADID-10k/images/I51.png,4.03 KADID-10k/images/I51_19_01.png,Jitter,KADID-10k/images/I51.png,4.43 KADID-10k/images/I51_19_02.png,Jitter,KADID-10k/images/I51.png,4.13 KADID-10k/images/I51_19_03.png,Jitter,KADID-10k/images/I51.png,2.93 KADID-10k/images/I51_19_04.png,Jitter,KADID-10k/images/I51.png,1.57 KADID-10k/images/I51_19_05.png,Jitter,KADID-10k/images/I51.png,1.37 KADID-10k/images/I51_20_01.png,Non-eccentricity_patch,KADID-10k/images/I51.png,4.27 KADID-10k/images/I51_20_02.png,Non-eccentricity_patch,KADID-10k/images/I51.png,3.83 KADID-10k/images/I51_20_03.png,Non-eccentricity_patch,KADID-10k/images/I51.png,4.13 KADID-10k/images/I51_20_04.png,Non-eccentricity_patch,KADID-10k/images/I51.png,3.67 KADID-10k/images/I51_20_05.png,Non-eccentricity_patch,KADID-10k/images/I51.png,2.67 KADID-10k/images/I51_21_01.png,Pixelate,KADID-10k/images/I51.png,4 KADID-10k/images/I51_21_02.png,Pixelate,KADID-10k/images/I51.png,3 KADID-10k/images/I51_21_03.png,Pixelate,KADID-10k/images/I51.png,2.47 KADID-10k/images/I51_21_04.png,Pixelate,KADID-10k/images/I51.png,2.47 KADID-10k/images/I51_21_05.png,Pixelate,KADID-10k/images/I51.png,1.23 KADID-10k/images/I51_22_01.png,Quantization,KADID-10k/images/I51.png,4.07 KADID-10k/images/I51_22_02.png,Quantization,KADID-10k/images/I51.png,3.53 KADID-10k/images/I51_22_03.png,Quantization,KADID-10k/images/I51.png,3.45 KADID-10k/images/I51_22_04.png,Quantization,KADID-10k/images/I51.png,3.03 KADID-10k/images/I51_22_05.png,Quantization,KADID-10k/images/I51.png,2.33 KADID-10k/images/I51_23_01.png,Color_Block,KADID-10k/images/I51.png,2.53 KADID-10k/images/I51_23_02.png,Color_Block,KADID-10k/images/I51.png,2.43 KADID-10k/images/I51_23_03.png,Color_Block,KADID-10k/images/I51.png,2.53 KADID-10k/images/I51_23_04.png,Color_Block,KADID-10k/images/I51.png,2.2 KADID-10k/images/I51_23_05.png,Color_Block,KADID-10k/images/I51.png,2.07 KADID-10k/images/I51_24_01.png,High_Sharpen,KADID-10k/images/I51.png,3.2 KADID-10k/images/I51_24_02.png,High_Sharpen,KADID-10k/images/I51.png,2.17 KADID-10k/images/I51_24_03.png,High_Sharpen,KADID-10k/images/I51.png,1.43 KADID-10k/images/I51_24_04.png,High_Sharpen,KADID-10k/images/I51.png,1.43 KADID-10k/images/I51_24_05.png,High_Sharpen,KADID-10k/images/I51.png,1.17 KADID-10k/images/I51_25_01.png,Contrast Dist.,KADID-10k/images/I51.png,3.67 KADID-10k/images/I51_25_02.png,Contrast Dist.,KADID-10k/images/I51.png,4.13 KADID-10k/images/I51_25_03.png,Contrast Dist.,KADID-10k/images/I51.png,4.5 KADID-10k/images/I51_25_04.png,Contrast Dist.,KADID-10k/images/I51.png,4.07 KADID-10k/images/I51_25_05.png,Contrast Dist.,KADID-10k/images/I51.png,3.57 KADID-10k/images/I52_01_01.png,GBLUR,KADID-10k/images/I52.png,4.77 KADID-10k/images/I52_01_02.png,GBLUR,KADID-10k/images/I52.png,4.47 KADID-10k/images/I52_01_03.png,GBLUR,KADID-10k/images/I52.png,2.73 KADID-10k/images/I52_01_04.png,GBLUR,KADID-10k/images/I52.png,1.87 KADID-10k/images/I52_01_05.png,GBLUR,KADID-10k/images/I52.png,1.27 KADID-10k/images/I52_02_01.png,Lens_Blur,KADID-10k/images/I52.png,4.07 KADID-10k/images/I52_02_02.png,Lens_Blur,KADID-10k/images/I52.png,2.94 KADID-10k/images/I52_02_03.png,Lens_Blur,KADID-10k/images/I52.png,1.8 KADID-10k/images/I52_02_04.png,Lens_Blur,KADID-10k/images/I52.png,1.37 KADID-10k/images/I52_02_05.png,Lens_Blur,KADID-10k/images/I52.png,1.26 KADID-10k/images/I52_03_01.png,Motion_Blur,KADID-10k/images/I52.png,4.7 KADID-10k/images/I52_03_02.png,Motion_Blur,KADID-10k/images/I52.png,4.2 KADID-10k/images/I52_03_03.png,Motion_Blur,KADID-10k/images/I52.png,2.67 KADID-10k/images/I52_03_04.png,Motion_Blur,KADID-10k/images/I52.png,1.77 KADID-10k/images/I52_03_05.png,Motion_Blur,KADID-10k/images/I52.png,1.6 KADID-10k/images/I52_04_01.png,Color_Diffusion,KADID-10k/images/I52.png,4.33 KADID-10k/images/I52_04_02.png,Color_Diffusion,KADID-10k/images/I52.png,2.97 KADID-10k/images/I52_04_03.png,Color_Diffusion,KADID-10k/images/I52.png,1.93 KADID-10k/images/I52_04_04.png,Color_Diffusion,KADID-10k/images/I52.png,1.5 KADID-10k/images/I52_04_05.png,Color_Diffusion,KADID-10k/images/I52.png,1.37 KADID-10k/images/I52_05_01.png,Color_Shift,KADID-10k/images/I52.png,4.63 KADID-10k/images/I52_05_02.png,Color_Shift,KADID-10k/images/I52.png,2.83 KADID-10k/images/I52_05_03.png,Color_Shift,KADID-10k/images/I52.png,2.37 KADID-10k/images/I52_05_04.png,Color_Shift,KADID-10k/images/I52.png,2.53 KADID-10k/images/I52_05_05.png,Color_Shift,KADID-10k/images/I52.png,3.03 KADID-10k/images/I52_06_01.png,Color_Quantization,KADID-10k/images/I52.png,4.23 KADID-10k/images/I52_06_02.png,Color_Quantization,KADID-10k/images/I52.png,4.2 KADID-10k/images/I52_06_03.png,Color_Quantization,KADID-10k/images/I52.png,3.9 KADID-10k/images/I52_06_04.png,Color_Quantization,KADID-10k/images/I52.png,2.93 KADID-10k/images/I52_06_05.png,Color_Quantization,KADID-10k/images/I52.png,2.53 KADID-10k/images/I52_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I52.png,2.43 KADID-10k/images/I52_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I52.png,2.2 KADID-10k/images/I52_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I52.png,1.93 KADID-10k/images/I52_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I52.png,2 KADID-10k/images/I52_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I52.png,1.83 KADID-10k/images/I52_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I52.png,4.7 KADID-10k/images/I52_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I52.png,3.93 KADID-10k/images/I52_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I52.png,3.73 KADID-10k/images/I52_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I52.png,2.2 KADID-10k/images/I52_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I52.png,1.9 KADID-10k/images/I52_09_01.png,JP2K,KADID-10k/images/I52.png,4.53 KADID-10k/images/I52_09_02.png,JP2K,KADID-10k/images/I52.png,3.5 KADID-10k/images/I52_09_03.png,JP2K,KADID-10k/images/I52.png,2.53 KADID-10k/images/I52_09_04.png,JP2K,KADID-10k/images/I52.png,1.5 KADID-10k/images/I52_09_05.png,JP2K,KADID-10k/images/I52.png,1.23 KADID-10k/images/I52_10_01.png,JPEG,KADID-10k/images/I52.png,3.93 KADID-10k/images/I52_10_02.png,JPEG,KADID-10k/images/I52.png,3.7 KADID-10k/images/I52_10_03.png,JPEG,KADID-10k/images/I52.png,3.37 KADID-10k/images/I52_10_04.png,JPEG,KADID-10k/images/I52.png,1.7 KADID-10k/images/I52_10_05.png,JPEG,KADID-10k/images/I52.png,1.2 KADID-10k/images/I52_11_01.png,AWGN,KADID-10k/images/I52.png,3.63 KADID-10k/images/I52_11_02.png,AWGN,KADID-10k/images/I52.png,3.1 KADID-10k/images/I52_11_03.png,AWGN,KADID-10k/images/I52.png,2.7 KADID-10k/images/I52_11_04.png,AWGN,KADID-10k/images/I52.png,2.43 KADID-10k/images/I52_11_05.png,AWGN,KADID-10k/images/I52.png,2.07 KADID-10k/images/I52_12_01.png,AWGN_YCbCr,KADID-10k/images/I52.png,4.5 KADID-10k/images/I52_12_02.png,AWGN_YCbCr,KADID-10k/images/I52.png,3.27 KADID-10k/images/I52_12_03.png,AWGN_YCbCr,KADID-10k/images/I52.png,2.8 KADID-10k/images/I52_12_04.png,AWGN_YCbCr,KADID-10k/images/I52.png,2.47 KADID-10k/images/I52_12_05.png,AWGN_YCbCr,KADID-10k/images/I52.png,2.42 KADID-10k/images/I52_13_01.png,Impulse_Noise,KADID-10k/images/I52.png,3.2 KADID-10k/images/I52_13_02.png,Impulse_Noise,KADID-10k/images/I52.png,2.77 KADID-10k/images/I52_13_03.png,Impulse_Noise,KADID-10k/images/I52.png,2.67 KADID-10k/images/I52_13_04.png,Impulse_Noise,KADID-10k/images/I52.png,2.17 KADID-10k/images/I52_13_05.png,Impulse_Noise,KADID-10k/images/I52.png,2 KADID-10k/images/I52_14_01.png,Multiplicative_Noise,KADID-10k/images/I52.png,4.33 KADID-10k/images/I52_14_02.png,Multiplicative_Noise,KADID-10k/images/I52.png,3.47 KADID-10k/images/I52_14_03.png,Multiplicative_Noise,KADID-10k/images/I52.png,2.8 KADID-10k/images/I52_14_04.png,Multiplicative_Noise,KADID-10k/images/I52.png,2.3 KADID-10k/images/I52_14_05.png,Multiplicative_Noise,KADID-10k/images/I52.png,2.27 KADID-10k/images/I52_15_01.png,Denoising,KADID-10k/images/I52.png,3.8 KADID-10k/images/I52_15_02.png,Denoising,KADID-10k/images/I52.png,2.67 KADID-10k/images/I52_15_03.png,Denoising,KADID-10k/images/I52.png,1.8 KADID-10k/images/I52_15_04.png,Denoising,KADID-10k/images/I52.png,1.4 KADID-10k/images/I52_15_05.png,Denoising,KADID-10k/images/I52.png,1.33 KADID-10k/images/I52_16_01.png,Brighten,KADID-10k/images/I52.png,4.67 KADID-10k/images/I52_16_02.png,Brighten,KADID-10k/images/I52.png,4.4 KADID-10k/images/I52_16_03.png,Brighten,KADID-10k/images/I52.png,3.87 KADID-10k/images/I52_16_04.png,Brighten,KADID-10k/images/I52.png,3.1 KADID-10k/images/I52_16_05.png,Brighten,KADID-10k/images/I52.png,1.7 KADID-10k/images/I52_17_01.png,Darken,KADID-10k/images/I52.png,4.67 KADID-10k/images/I52_17_02.png,Darken,KADID-10k/images/I52.png,4.7 KADID-10k/images/I52_17_03.png,Darken,KADID-10k/images/I52.png,4.67 KADID-10k/images/I52_17_04.png,Darken,KADID-10k/images/I52.png,3.57 KADID-10k/images/I52_17_05.png,Darken,KADID-10k/images/I52.png,2.5 KADID-10k/images/I52_18_01.png,Mean_Shift,KADID-10k/images/I52.png,4.63 KADID-10k/images/I52_18_02.png,Mean_Shift,KADID-10k/images/I52.png,4.83 KADID-10k/images/I52_18_03.png,Mean_Shift,KADID-10k/images/I52.png,4.6 KADID-10k/images/I52_18_04.png,Mean_Shift,KADID-10k/images/I52.png,4.73 KADID-10k/images/I52_18_05.png,Mean_Shift,KADID-10k/images/I52.png,4.23 KADID-10k/images/I52_19_01.png,Jitter,KADID-10k/images/I52.png,4.5 KADID-10k/images/I52_19_02.png,Jitter,KADID-10k/images/I52.png,4.33 KADID-10k/images/I52_19_03.png,Jitter,KADID-10k/images/I52.png,2.7 KADID-10k/images/I52_19_04.png,Jitter,KADID-10k/images/I52.png,1.53 KADID-10k/images/I52_19_05.png,Jitter,KADID-10k/images/I52.png,1.13 KADID-10k/images/I52_20_01.png,Non-eccentricity_patch,KADID-10k/images/I52.png,4.53 KADID-10k/images/I52_20_02.png,Non-eccentricity_patch,KADID-10k/images/I52.png,3.67 KADID-10k/images/I52_20_03.png,Non-eccentricity_patch,KADID-10k/images/I52.png,3.43 KADID-10k/images/I52_20_04.png,Non-eccentricity_patch,KADID-10k/images/I52.png,3.3 KADID-10k/images/I52_20_05.png,Non-eccentricity_patch,KADID-10k/images/I52.png,2.9 KADID-10k/images/I52_21_01.png,Pixelate,KADID-10k/images/I52.png,3.83 KADID-10k/images/I52_21_02.png,Pixelate,KADID-10k/images/I52.png,2.93 KADID-10k/images/I52_21_03.png,Pixelate,KADID-10k/images/I52.png,2.6 KADID-10k/images/I52_21_04.png,Pixelate,KADID-10k/images/I52.png,2.3 KADID-10k/images/I52_21_05.png,Pixelate,KADID-10k/images/I52.png,1.53 KADID-10k/images/I52_22_01.png,Quantization,KADID-10k/images/I52.png,4.23 KADID-10k/images/I52_22_02.png,Quantization,KADID-10k/images/I52.png,3.43 KADID-10k/images/I52_22_03.png,Quantization,KADID-10k/images/I52.png,3.23 KADID-10k/images/I52_22_04.png,Quantization,KADID-10k/images/I52.png,3.37 KADID-10k/images/I52_22_05.png,Quantization,KADID-10k/images/I52.png,2.67 KADID-10k/images/I52_23_01.png,Color_Block,KADID-10k/images/I52.png,2.43 KADID-10k/images/I52_23_02.png,Color_Block,KADID-10k/images/I52.png,2.53 KADID-10k/images/I52_23_03.png,Color_Block,KADID-10k/images/I52.png,2.27 KADID-10k/images/I52_23_04.png,Color_Block,KADID-10k/images/I52.png,1.93 KADID-10k/images/I52_23_05.png,Color_Block,KADID-10k/images/I52.png,2.2 KADID-10k/images/I52_24_01.png,High_Sharpen,KADID-10k/images/I52.png,3.83 KADID-10k/images/I52_24_02.png,High_Sharpen,KADID-10k/images/I52.png,2.83 KADID-10k/images/I52_24_03.png,High_Sharpen,KADID-10k/images/I52.png,2.1 KADID-10k/images/I52_24_04.png,High_Sharpen,KADID-10k/images/I52.png,1.67 KADID-10k/images/I52_24_05.png,High_Sharpen,KADID-10k/images/I52.png,1.47 KADID-10k/images/I52_25_01.png,Contrast Dist.,KADID-10k/images/I52.png,4.03 KADID-10k/images/I52_25_02.png,Contrast Dist.,KADID-10k/images/I52.png,4.3 KADID-10k/images/I52_25_03.png,Contrast Dist.,KADID-10k/images/I52.png,4.37 KADID-10k/images/I52_25_04.png,Contrast Dist.,KADID-10k/images/I52.png,4.4 KADID-10k/images/I52_25_05.png,Contrast Dist.,KADID-10k/images/I52.png,3.57 KADID-10k/images/I53_01_01.png,GBLUR,KADID-10k/images/I53.png,4.7 KADID-10k/images/I53_01_02.png,GBLUR,KADID-10k/images/I53.png,4.63 KADID-10k/images/I53_01_03.png,GBLUR,KADID-10k/images/I53.png,3.3 KADID-10k/images/I53_01_04.png,GBLUR,KADID-10k/images/I53.png,2 KADID-10k/images/I53_01_05.png,GBLUR,KADID-10k/images/I53.png,1.27 KADID-10k/images/I53_02_01.png,Lens_Blur,KADID-10k/images/I53.png,4.39 KADID-10k/images/I53_02_02.png,Lens_Blur,KADID-10k/images/I53.png,2.73 KADID-10k/images/I53_02_03.png,Lens_Blur,KADID-10k/images/I53.png,2.07 KADID-10k/images/I53_02_04.png,Lens_Blur,KADID-10k/images/I53.png,1.47 KADID-10k/images/I53_02_05.png,Lens_Blur,KADID-10k/images/I53.png,1.39 KADID-10k/images/I53_03_01.png,Motion_Blur,KADID-10k/images/I53.png,4.73 KADID-10k/images/I53_03_02.png,Motion_Blur,KADID-10k/images/I53.png,4.3 KADID-10k/images/I53_03_03.png,Motion_Blur,KADID-10k/images/I53.png,3.4 KADID-10k/images/I53_03_04.png,Motion_Blur,KADID-10k/images/I53.png,2.53 KADID-10k/images/I53_03_05.png,Motion_Blur,KADID-10k/images/I53.png,1.77 KADID-10k/images/I53_04_01.png,Color_Diffusion,KADID-10k/images/I53.png,4.5 KADID-10k/images/I53_04_02.png,Color_Diffusion,KADID-10k/images/I53.png,2.3 KADID-10k/images/I53_04_03.png,Color_Diffusion,KADID-10k/images/I53.png,1.53 KADID-10k/images/I53_04_04.png,Color_Diffusion,KADID-10k/images/I53.png,1.32 KADID-10k/images/I53_04_05.png,Color_Diffusion,KADID-10k/images/I53.png,1.06 KADID-10k/images/I53_05_01.png,Color_Shift,KADID-10k/images/I53.png,4.13 KADID-10k/images/I53_05_02.png,Color_Shift,KADID-10k/images/I53.png,2.57 KADID-10k/images/I53_05_03.png,Color_Shift,KADID-10k/images/I53.png,1.57 KADID-10k/images/I53_05_04.png,Color_Shift,KADID-10k/images/I53.png,1.7 KADID-10k/images/I53_05_05.png,Color_Shift,KADID-10k/images/I53.png,1.5 KADID-10k/images/I53_06_01.png,Color_Quantization,KADID-10k/images/I53.png,3.9 KADID-10k/images/I53_06_02.png,Color_Quantization,KADID-10k/images/I53.png,3.67 KADID-10k/images/I53_06_03.png,Color_Quantization,KADID-10k/images/I53.png,3.52 KADID-10k/images/I53_06_04.png,Color_Quantization,KADID-10k/images/I53.png,2.87 KADID-10k/images/I53_06_05.png,Color_Quantization,KADID-10k/images/I53.png,2.03 KADID-10k/images/I53_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I53.png,2.33 KADID-10k/images/I53_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I53.png,2.63 KADID-10k/images/I53_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I53.png,2.57 KADID-10k/images/I53_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I53.png,2.47 KADID-10k/images/I53_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I53.png,1.67 KADID-10k/images/I53_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I53.png,4.77 KADID-10k/images/I53_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I53.png,3.43 KADID-10k/images/I53_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I53.png,2.43 KADID-10k/images/I53_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I53.png,1.33 KADID-10k/images/I53_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I53.png,1.43 KADID-10k/images/I53_09_01.png,JP2K,KADID-10k/images/I53.png,4.53 KADID-10k/images/I53_09_02.png,JP2K,KADID-10k/images/I53.png,4.77 KADID-10k/images/I53_09_03.png,JP2K,KADID-10k/images/I53.png,4.6 KADID-10k/images/I53_09_04.png,JP2K,KADID-10k/images/I53.png,3.6 KADID-10k/images/I53_09_05.png,JP2K,KADID-10k/images/I53.png,1.73 KADID-10k/images/I53_10_01.png,JPEG,KADID-10k/images/I53.png,4.57 KADID-10k/images/I53_10_02.png,JPEG,KADID-10k/images/I53.png,4.53 KADID-10k/images/I53_10_03.png,JPEG,KADID-10k/images/I53.png,3.53 KADID-10k/images/I53_10_04.png,JPEG,KADID-10k/images/I53.png,1.83 KADID-10k/images/I53_10_05.png,JPEG,KADID-10k/images/I53.png,1.27 KADID-10k/images/I53_11_01.png,AWGN,KADID-10k/images/I53.png,3.4 KADID-10k/images/I53_11_02.png,AWGN,KADID-10k/images/I53.png,2.97 KADID-10k/images/I53_11_03.png,AWGN,KADID-10k/images/I53.png,2.9 KADID-10k/images/I53_11_04.png,AWGN,KADID-10k/images/I53.png,2.57 KADID-10k/images/I53_11_05.png,AWGN,KADID-10k/images/I53.png,2.03 KADID-10k/images/I53_12_01.png,AWGN_YCbCr,KADID-10k/images/I53.png,4.37 KADID-10k/images/I53_12_02.png,AWGN_YCbCr,KADID-10k/images/I53.png,3.27 KADID-10k/images/I53_12_03.png,AWGN_YCbCr,KADID-10k/images/I53.png,2.83 KADID-10k/images/I53_12_04.png,AWGN_YCbCr,KADID-10k/images/I53.png,2.3 KADID-10k/images/I53_12_05.png,AWGN_YCbCr,KADID-10k/images/I53.png,2.2 KADID-10k/images/I53_13_01.png,Impulse_Noise,KADID-10k/images/I53.png,3.43 KADID-10k/images/I53_13_02.png,Impulse_Noise,KADID-10k/images/I53.png,2.47 KADID-10k/images/I53_13_03.png,Impulse_Noise,KADID-10k/images/I53.png,2.53 KADID-10k/images/I53_13_04.png,Impulse_Noise,KADID-10k/images/I53.png,2.3 KADID-10k/images/I53_13_05.png,Impulse_Noise,KADID-10k/images/I53.png,2.07 KADID-10k/images/I53_14_01.png,Multiplicative_Noise,KADID-10k/images/I53.png,4.47 KADID-10k/images/I53_14_02.png,Multiplicative_Noise,KADID-10k/images/I53.png,3.23 KADID-10k/images/I53_14_03.png,Multiplicative_Noise,KADID-10k/images/I53.png,3.07 KADID-10k/images/I53_14_04.png,Multiplicative_Noise,KADID-10k/images/I53.png,2.67 KADID-10k/images/I53_14_05.png,Multiplicative_Noise,KADID-10k/images/I53.png,1.97 KADID-10k/images/I53_15_01.png,Denoising,KADID-10k/images/I53.png,3.7 KADID-10k/images/I53_15_02.png,Denoising,KADID-10k/images/I53.png,2.63 KADID-10k/images/I53_15_03.png,Denoising,KADID-10k/images/I53.png,1.93 KADID-10k/images/I53_15_04.png,Denoising,KADID-10k/images/I53.png,1.57 KADID-10k/images/I53_15_05.png,Denoising,KADID-10k/images/I53.png,1.57 KADID-10k/images/I53_16_01.png,Brighten,KADID-10k/images/I53.png,4.6 KADID-10k/images/I53_16_02.png,Brighten,KADID-10k/images/I53.png,4.37 KADID-10k/images/I53_16_03.png,Brighten,KADID-10k/images/I53.png,3.6 KADID-10k/images/I53_16_04.png,Brighten,KADID-10k/images/I53.png,2.63 KADID-10k/images/I53_16_05.png,Brighten,KADID-10k/images/I53.png,1.73 KADID-10k/images/I53_17_01.png,Darken,KADID-10k/images/I53.png,4.83 KADID-10k/images/I53_17_02.png,Darken,KADID-10k/images/I53.png,4.6 KADID-10k/images/I53_17_03.png,Darken,KADID-10k/images/I53.png,4.53 KADID-10k/images/I53_17_04.png,Darken,KADID-10k/images/I53.png,3.93 KADID-10k/images/I53_17_05.png,Darken,KADID-10k/images/I53.png,2.4 KADID-10k/images/I53_18_01.png,Mean_Shift,KADID-10k/images/I53.png,4.2 KADID-10k/images/I53_18_02.png,Mean_Shift,KADID-10k/images/I53.png,4.67 KADID-10k/images/I53_18_03.png,Mean_Shift,KADID-10k/images/I53.png,4.8 KADID-10k/images/I53_18_04.png,Mean_Shift,KADID-10k/images/I53.png,4.57 KADID-10k/images/I53_18_05.png,Mean_Shift,KADID-10k/images/I53.png,3.87 KADID-10k/images/I53_19_01.png,Jitter,KADID-10k/images/I53.png,4.59 KADID-10k/images/I53_19_02.png,Jitter,KADID-10k/images/I53.png,4.27 KADID-10k/images/I53_19_03.png,Jitter,KADID-10k/images/I53.png,3.33 KADID-10k/images/I53_19_04.png,Jitter,KADID-10k/images/I53.png,1.83 KADID-10k/images/I53_19_05.png,Jitter,KADID-10k/images/I53.png,1.33 KADID-10k/images/I53_20_01.png,Non-eccentricity_patch,KADID-10k/images/I53.png,3.77 KADID-10k/images/I53_20_02.png,Non-eccentricity_patch,KADID-10k/images/I53.png,4.13 KADID-10k/images/I53_20_03.png,Non-eccentricity_patch,KADID-10k/images/I53.png,3.47 KADID-10k/images/I53_20_04.png,Non-eccentricity_patch,KADID-10k/images/I53.png,2.8 KADID-10k/images/I53_20_05.png,Non-eccentricity_patch,KADID-10k/images/I53.png,2.77 KADID-10k/images/I53_21_01.png,Pixelate,KADID-10k/images/I53.png,3.37 KADID-10k/images/I53_21_02.png,Pixelate,KADID-10k/images/I53.png,3.07 KADID-10k/images/I53_21_03.png,Pixelate,KADID-10k/images/I53.png,2.93 KADID-10k/images/I53_21_04.png,Pixelate,KADID-10k/images/I53.png,2.9 KADID-10k/images/I53_21_05.png,Pixelate,KADID-10k/images/I53.png,1.47 KADID-10k/images/I53_22_01.png,Quantization,KADID-10k/images/I53.png,3.47 KADID-10k/images/I53_22_02.png,Quantization,KADID-10k/images/I53.png,3.27 KADID-10k/images/I53_22_03.png,Quantization,KADID-10k/images/I53.png,2.87 KADID-10k/images/I53_22_04.png,Quantization,KADID-10k/images/I53.png,2.83 KADID-10k/images/I53_22_05.png,Quantization,KADID-10k/images/I53.png,2.47 KADID-10k/images/I53_23_01.png,Color_Block,KADID-10k/images/I53.png,3.33 KADID-10k/images/I53_23_02.png,Color_Block,KADID-10k/images/I53.png,2.07 KADID-10k/images/I53_23_03.png,Color_Block,KADID-10k/images/I53.png,2.57 KADID-10k/images/I53_23_04.png,Color_Block,KADID-10k/images/I53.png,2.37 KADID-10k/images/I53_23_05.png,Color_Block,KADID-10k/images/I53.png,1.9 KADID-10k/images/I53_24_01.png,High_Sharpen,KADID-10k/images/I53.png,3.93 KADID-10k/images/I53_24_02.png,High_Sharpen,KADID-10k/images/I53.png,2.6 KADID-10k/images/I53_24_03.png,High_Sharpen,KADID-10k/images/I53.png,2.53 KADID-10k/images/I53_24_04.png,High_Sharpen,KADID-10k/images/I53.png,1.43 KADID-10k/images/I53_24_05.png,High_Sharpen,KADID-10k/images/I53.png,1.27 KADID-10k/images/I53_25_01.png,Contrast Dist.,KADID-10k/images/I53.png,3.83 KADID-10k/images/I53_25_02.png,Contrast Dist.,KADID-10k/images/I53.png,3.97 KADID-10k/images/I53_25_03.png,Contrast Dist.,KADID-10k/images/I53.png,4.43 KADID-10k/images/I53_25_04.png,Contrast Dist.,KADID-10k/images/I53.png,4.47 KADID-10k/images/I53_25_05.png,Contrast Dist.,KADID-10k/images/I53.png,3.47 KADID-10k/images/I54_01_01.png,GBLUR,KADID-10k/images/I54.png,4.84 KADID-10k/images/I54_01_02.png,GBLUR,KADID-10k/images/I54.png,4.48 KADID-10k/images/I54_01_03.png,GBLUR,KADID-10k/images/I54.png,2.53 KADID-10k/images/I54_01_04.png,GBLUR,KADID-10k/images/I54.png,1.67 KADID-10k/images/I54_01_05.png,GBLUR,KADID-10k/images/I54.png,1.1 KADID-10k/images/I54_02_01.png,Lens_Blur,KADID-10k/images/I54.png,3.61 KADID-10k/images/I54_02_02.png,Lens_Blur,KADID-10k/images/I54.png,2.23 KADID-10k/images/I54_02_03.png,Lens_Blur,KADID-10k/images/I54.png,1.7 KADID-10k/images/I54_02_04.png,Lens_Blur,KADID-10k/images/I54.png,1.2 KADID-10k/images/I54_02_05.png,Lens_Blur,KADID-10k/images/I54.png,1.2 KADID-10k/images/I54_03_01.png,Motion_Blur,KADID-10k/images/I54.png,4.5 KADID-10k/images/I54_03_02.png,Motion_Blur,KADID-10k/images/I54.png,3.6 KADID-10k/images/I54_03_03.png,Motion_Blur,KADID-10k/images/I54.png,2.1 KADID-10k/images/I54_03_04.png,Motion_Blur,KADID-10k/images/I54.png,1.6 KADID-10k/images/I54_03_05.png,Motion_Blur,KADID-10k/images/I54.png,1.43 KADID-10k/images/I54_04_01.png,Color_Diffusion,KADID-10k/images/I54.png,4.65 KADID-10k/images/I54_04_02.png,Color_Diffusion,KADID-10k/images/I54.png,3.23 KADID-10k/images/I54_04_03.png,Color_Diffusion,KADID-10k/images/I54.png,1.53 KADID-10k/images/I54_04_04.png,Color_Diffusion,KADID-10k/images/I54.png,1.73 KADID-10k/images/I54_04_05.png,Color_Diffusion,KADID-10k/images/I54.png,1.33 KADID-10k/images/I54_05_01.png,Color_Shift,KADID-10k/images/I54.png,4.37 KADID-10k/images/I54_05_02.png,Color_Shift,KADID-10k/images/I54.png,1.67 KADID-10k/images/I54_05_03.png,Color_Shift,KADID-10k/images/I54.png,1.47 KADID-10k/images/I54_05_04.png,Color_Shift,KADID-10k/images/I54.png,1.42 KADID-10k/images/I54_05_05.png,Color_Shift,KADID-10k/images/I54.png,1.47 KADID-10k/images/I54_06_01.png,Color_Quantization,KADID-10k/images/I54.png,4.27 KADID-10k/images/I54_06_02.png,Color_Quantization,KADID-10k/images/I54.png,4.1 KADID-10k/images/I54_06_03.png,Color_Quantization,KADID-10k/images/I54.png,4.07 KADID-10k/images/I54_06_04.png,Color_Quantization,KADID-10k/images/I54.png,2.83 KADID-10k/images/I54_06_05.png,Color_Quantization,KADID-10k/images/I54.png,2.4 KADID-10k/images/I54_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I54.png,2.87 KADID-10k/images/I54_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I54.png,2.13 KADID-10k/images/I54_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I54.png,1.94 KADID-10k/images/I54_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I54.png,2.23 KADID-10k/images/I54_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I54.png,1.73 KADID-10k/images/I54_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I54.png,4.77 KADID-10k/images/I54_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I54.png,3.53 KADID-10k/images/I54_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I54.png,2.83 KADID-10k/images/I54_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I54.png,1.6 KADID-10k/images/I54_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I54.png,1.3 KADID-10k/images/I54_09_01.png,JP2K,KADID-10k/images/I54.png,4.3 KADID-10k/images/I54_09_02.png,JP2K,KADID-10k/images/I54.png,4.03 KADID-10k/images/I54_09_03.png,JP2K,KADID-10k/images/I54.png,3.9 KADID-10k/images/I54_09_04.png,JP2K,KADID-10k/images/I54.png,2.6 KADID-10k/images/I54_09_05.png,JP2K,KADID-10k/images/I54.png,1.17 KADID-10k/images/I54_10_01.png,JPEG,KADID-10k/images/I54.png,4.23 KADID-10k/images/I54_10_02.png,JPEG,KADID-10k/images/I54.png,4.3 KADID-10k/images/I54_10_03.png,JPEG,KADID-10k/images/I54.png,3.6 KADID-10k/images/I54_10_04.png,JPEG,KADID-10k/images/I54.png,2 KADID-10k/images/I54_10_05.png,JPEG,KADID-10k/images/I54.png,1.27 KADID-10k/images/I54_11_01.png,AWGN,KADID-10k/images/I54.png,3.43 KADID-10k/images/I54_11_02.png,AWGN,KADID-10k/images/I54.png,2.73 KADID-10k/images/I54_11_03.png,AWGN,KADID-10k/images/I54.png,2.83 KADID-10k/images/I54_11_04.png,AWGN,KADID-10k/images/I54.png,2.43 KADID-10k/images/I54_11_05.png,AWGN,KADID-10k/images/I54.png,2.33 KADID-10k/images/I54_12_01.png,AWGN_YCbCr,KADID-10k/images/I54.png,4.38 KADID-10k/images/I54_12_02.png,AWGN_YCbCr,KADID-10k/images/I54.png,3.37 KADID-10k/images/I54_12_03.png,AWGN_YCbCr,KADID-10k/images/I54.png,2.8 KADID-10k/images/I54_12_04.png,AWGN_YCbCr,KADID-10k/images/I54.png,2.27 KADID-10k/images/I54_12_05.png,AWGN_YCbCr,KADID-10k/images/I54.png,2.1 KADID-10k/images/I54_13_01.png,Impulse_Noise,KADID-10k/images/I54.png,3.37 KADID-10k/images/I54_13_02.png,Impulse_Noise,KADID-10k/images/I54.png,2.8 KADID-10k/images/I54_13_03.png,Impulse_Noise,KADID-10k/images/I54.png,2.5 KADID-10k/images/I54_13_04.png,Impulse_Noise,KADID-10k/images/I54.png,2.43 KADID-10k/images/I54_13_05.png,Impulse_Noise,KADID-10k/images/I54.png,1.9 KADID-10k/images/I54_14_01.png,Multiplicative_Noise,KADID-10k/images/I54.png,4.63 KADID-10k/images/I54_14_02.png,Multiplicative_Noise,KADID-10k/images/I54.png,3.47 KADID-10k/images/I54_14_03.png,Multiplicative_Noise,KADID-10k/images/I54.png,3.17 KADID-10k/images/I54_14_04.png,Multiplicative_Noise,KADID-10k/images/I54.png,2.6 KADID-10k/images/I54_14_05.png,Multiplicative_Noise,KADID-10k/images/I54.png,2.17 KADID-10k/images/I54_15_01.png,Denoising,KADID-10k/images/I54.png,3.6 KADID-10k/images/I54_15_02.png,Denoising,KADID-10k/images/I54.png,2.63 KADID-10k/images/I54_15_03.png,Denoising,KADID-10k/images/I54.png,1.9 KADID-10k/images/I54_15_04.png,Denoising,KADID-10k/images/I54.png,1.6 KADID-10k/images/I54_15_05.png,Denoising,KADID-10k/images/I54.png,1.27 KADID-10k/images/I54_16_01.png,Brighten,KADID-10k/images/I54.png,4.47 KADID-10k/images/I54_16_02.png,Brighten,KADID-10k/images/I54.png,4.17 KADID-10k/images/I54_16_03.png,Brighten,KADID-10k/images/I54.png,3.8 KADID-10k/images/I54_16_04.png,Brighten,KADID-10k/images/I54.png,2.57 KADID-10k/images/I54_16_05.png,Brighten,KADID-10k/images/I54.png,1.63 KADID-10k/images/I54_17_01.png,Darken,KADID-10k/images/I54.png,4.6 KADID-10k/images/I54_17_02.png,Darken,KADID-10k/images/I54.png,4.6 KADID-10k/images/I54_17_03.png,Darken,KADID-10k/images/I54.png,4.23 KADID-10k/images/I54_17_04.png,Darken,KADID-10k/images/I54.png,3.27 KADID-10k/images/I54_17_05.png,Darken,KADID-10k/images/I54.png,1.97 KADID-10k/images/I54_18_01.png,Mean_Shift,KADID-10k/images/I54.png,4.27 KADID-10k/images/I54_18_02.png,Mean_Shift,KADID-10k/images/I54.png,4.53 KADID-10k/images/I54_18_03.png,Mean_Shift,KADID-10k/images/I54.png,4.5 KADID-10k/images/I54_18_04.png,Mean_Shift,KADID-10k/images/I54.png,4.45 KADID-10k/images/I54_18_05.png,Mean_Shift,KADID-10k/images/I54.png,3.53 KADID-10k/images/I54_19_01.png,Jitter,KADID-10k/images/I54.png,4.5 KADID-10k/images/I54_19_02.png,Jitter,KADID-10k/images/I54.png,4.1 KADID-10k/images/I54_19_03.png,Jitter,KADID-10k/images/I54.png,3.33 KADID-10k/images/I54_19_04.png,Jitter,KADID-10k/images/I54.png,1.73 KADID-10k/images/I54_19_05.png,Jitter,KADID-10k/images/I54.png,1.43 KADID-10k/images/I54_20_01.png,Non-eccentricity_patch,KADID-10k/images/I54.png,4.4 KADID-10k/images/I54_20_02.png,Non-eccentricity_patch,KADID-10k/images/I54.png,3.87 KADID-10k/images/I54_20_03.png,Non-eccentricity_patch,KADID-10k/images/I54.png,3.97 KADID-10k/images/I54_20_04.png,Non-eccentricity_patch,KADID-10k/images/I54.png,4.07 KADID-10k/images/I54_20_05.png,Non-eccentricity_patch,KADID-10k/images/I54.png,3.37 KADID-10k/images/I54_21_01.png,Pixelate,KADID-10k/images/I54.png,4.67 KADID-10k/images/I54_21_02.png,Pixelate,KADID-10k/images/I54.png,3.9 KADID-10k/images/I54_21_03.png,Pixelate,KADID-10k/images/I54.png,3.1 KADID-10k/images/I54_21_04.png,Pixelate,KADID-10k/images/I54.png,2.93 KADID-10k/images/I54_21_05.png,Pixelate,KADID-10k/images/I54.png,1.63 KADID-10k/images/I54_22_01.png,Quantization,KADID-10k/images/I54.png,3.13 KADID-10k/images/I54_22_02.png,Quantization,KADID-10k/images/I54.png,2.94 KADID-10k/images/I54_22_03.png,Quantization,KADID-10k/images/I54.png,3.07 KADID-10k/images/I54_22_04.png,Quantization,KADID-10k/images/I54.png,2.73 KADID-10k/images/I54_22_05.png,Quantization,KADID-10k/images/I54.png,2.6 KADID-10k/images/I54_23_01.png,Color_Block,KADID-10k/images/I54.png,2.7 KADID-10k/images/I54_23_02.png,Color_Block,KADID-10k/images/I54.png,2 KADID-10k/images/I54_23_03.png,Color_Block,KADID-10k/images/I54.png,2.07 KADID-10k/images/I54_23_04.png,Color_Block,KADID-10k/images/I54.png,1.67 KADID-10k/images/I54_23_05.png,Color_Block,KADID-10k/images/I54.png,1.91 KADID-10k/images/I54_24_01.png,High_Sharpen,KADID-10k/images/I54.png,3.1 KADID-10k/images/I54_24_02.png,High_Sharpen,KADID-10k/images/I54.png,2.1 KADID-10k/images/I54_24_03.png,High_Sharpen,KADID-10k/images/I54.png,1.9 KADID-10k/images/I54_24_04.png,High_Sharpen,KADID-10k/images/I54.png,1.47 KADID-10k/images/I54_24_05.png,High_Sharpen,KADID-10k/images/I54.png,1.37 KADID-10k/images/I54_25_01.png,Contrast Dist.,KADID-10k/images/I54.png,3.87 KADID-10k/images/I54_25_02.png,Contrast Dist.,KADID-10k/images/I54.png,4.2 KADID-10k/images/I54_25_03.png,Contrast Dist.,KADID-10k/images/I54.png,4.27 KADID-10k/images/I54_25_04.png,Contrast Dist.,KADID-10k/images/I54.png,4 KADID-10k/images/I54_25_05.png,Contrast Dist.,KADID-10k/images/I54.png,3.4 KADID-10k/images/I55_01_01.png,GBLUR,KADID-10k/images/I55.png,4.47 KADID-10k/images/I55_01_02.png,GBLUR,KADID-10k/images/I55.png,4.5 KADID-10k/images/I55_01_03.png,GBLUR,KADID-10k/images/I55.png,2.87 KADID-10k/images/I55_01_04.png,GBLUR,KADID-10k/images/I55.png,1.8 KADID-10k/images/I55_01_05.png,GBLUR,KADID-10k/images/I55.png,1.23 KADID-10k/images/I55_02_01.png,Lens_Blur,KADID-10k/images/I55.png,3.77 KADID-10k/images/I55_02_02.png,Lens_Blur,KADID-10k/images/I55.png,2.43 KADID-10k/images/I55_02_03.png,Lens_Blur,KADID-10k/images/I55.png,1.63 KADID-10k/images/I55_02_04.png,Lens_Blur,KADID-10k/images/I55.png,1.42 KADID-10k/images/I55_02_05.png,Lens_Blur,KADID-10k/images/I55.png,1.23 KADID-10k/images/I55_03_01.png,Motion_Blur,KADID-10k/images/I55.png,4.63 KADID-10k/images/I55_03_02.png,Motion_Blur,KADID-10k/images/I55.png,4 KADID-10k/images/I55_03_03.png,Motion_Blur,KADID-10k/images/I55.png,2.4 KADID-10k/images/I55_03_04.png,Motion_Blur,KADID-10k/images/I55.png,2 KADID-10k/images/I55_03_05.png,Motion_Blur,KADID-10k/images/I55.png,1.57 KADID-10k/images/I55_04_01.png,Color_Diffusion,KADID-10k/images/I55.png,4.61 KADID-10k/images/I55_04_02.png,Color_Diffusion,KADID-10k/images/I55.png,2.52 KADID-10k/images/I55_04_03.png,Color_Diffusion,KADID-10k/images/I55.png,2.1 KADID-10k/images/I55_04_04.png,Color_Diffusion,KADID-10k/images/I55.png,1.93 KADID-10k/images/I55_04_05.png,Color_Diffusion,KADID-10k/images/I55.png,1.5 KADID-10k/images/I55_05_01.png,Color_Shift,KADID-10k/images/I55.png,4.5 KADID-10k/images/I55_05_02.png,Color_Shift,KADID-10k/images/I55.png,2.33 KADID-10k/images/I55_05_03.png,Color_Shift,KADID-10k/images/I55.png,1.6 KADID-10k/images/I55_05_04.png,Color_Shift,KADID-10k/images/I55.png,1.5 KADID-10k/images/I55_05_05.png,Color_Shift,KADID-10k/images/I55.png,1.6 KADID-10k/images/I55_06_01.png,Color_Quantization,KADID-10k/images/I55.png,4.65 KADID-10k/images/I55_06_02.png,Color_Quantization,KADID-10k/images/I55.png,4.23 KADID-10k/images/I55_06_03.png,Color_Quantization,KADID-10k/images/I55.png,3.87 KADID-10k/images/I55_06_04.png,Color_Quantization,KADID-10k/images/I55.png,3.33 KADID-10k/images/I55_06_05.png,Color_Quantization,KADID-10k/images/I55.png,2.26 KADID-10k/images/I55_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I55.png,3.17 KADID-10k/images/I55_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I55.png,2.67 KADID-10k/images/I55_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I55.png,2.27 KADID-10k/images/I55_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I55.png,2.57 KADID-10k/images/I55_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I55.png,2.07 KADID-10k/images/I55_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I55.png,4.67 KADID-10k/images/I55_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I55.png,3.37 KADID-10k/images/I55_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I55.png,2.37 KADID-10k/images/I55_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I55.png,1.73 KADID-10k/images/I55_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I55.png,1.87 KADID-10k/images/I55_09_01.png,JP2K,KADID-10k/images/I55.png,4.43 KADID-10k/images/I55_09_02.png,JP2K,KADID-10k/images/I55.png,3.77 KADID-10k/images/I55_09_03.png,JP2K,KADID-10k/images/I55.png,3.6 KADID-10k/images/I55_09_04.png,JP2K,KADID-10k/images/I55.png,2.07 KADID-10k/images/I55_09_05.png,JP2K,KADID-10k/images/I55.png,1.23 KADID-10k/images/I55_10_01.png,JPEG,KADID-10k/images/I55.png,4.23 KADID-10k/images/I55_10_02.png,JPEG,KADID-10k/images/I55.png,4.37 KADID-10k/images/I55_10_03.png,JPEG,KADID-10k/images/I55.png,4.27 KADID-10k/images/I55_10_04.png,JPEG,KADID-10k/images/I55.png,1.87 KADID-10k/images/I55_10_05.png,JPEG,KADID-10k/images/I55.png,1.23 KADID-10k/images/I55_11_01.png,AWGN,KADID-10k/images/I55.png,4.6 KADID-10k/images/I55_11_02.png,AWGN,KADID-10k/images/I55.png,4.2 KADID-10k/images/I55_11_03.png,AWGN,KADID-10k/images/I55.png,3.87 KADID-10k/images/I55_11_04.png,AWGN,KADID-10k/images/I55.png,3 KADID-10k/images/I55_11_05.png,AWGN,KADID-10k/images/I55.png,2.83 KADID-10k/images/I55_12_01.png,AWGN_YCbCr,KADID-10k/images/I55.png,4.4 KADID-10k/images/I55_12_02.png,AWGN_YCbCr,KADID-10k/images/I55.png,4.53 KADID-10k/images/I55_12_03.png,AWGN_YCbCr,KADID-10k/images/I55.png,4.3 KADID-10k/images/I55_12_04.png,AWGN_YCbCr,KADID-10k/images/I55.png,3.17 KADID-10k/images/I55_12_05.png,AWGN_YCbCr,KADID-10k/images/I55.png,2.9 KADID-10k/images/I55_13_01.png,Impulse_Noise,KADID-10k/images/I55.png,3.6 KADID-10k/images/I55_13_02.png,Impulse_Noise,KADID-10k/images/I55.png,2.87 KADID-10k/images/I55_13_03.png,Impulse_Noise,KADID-10k/images/I55.png,2.77 KADID-10k/images/I55_13_04.png,Impulse_Noise,KADID-10k/images/I55.png,2.37 KADID-10k/images/I55_13_05.png,Impulse_Noise,KADID-10k/images/I55.png,2.17 KADID-10k/images/I55_14_01.png,Multiplicative_Noise,KADID-10k/images/I55.png,4.47 KADID-10k/images/I55_14_02.png,Multiplicative_Noise,KADID-10k/images/I55.png,4.1 KADID-10k/images/I55_14_03.png,Multiplicative_Noise,KADID-10k/images/I55.png,4.3 KADID-10k/images/I55_14_04.png,Multiplicative_Noise,KADID-10k/images/I55.png,3.2 KADID-10k/images/I55_14_05.png,Multiplicative_Noise,KADID-10k/images/I55.png,2.73 KADID-10k/images/I55_15_01.png,Denoising,KADID-10k/images/I55.png,3.83 KADID-10k/images/I55_15_02.png,Denoising,KADID-10k/images/I55.png,2.6 KADID-10k/images/I55_15_03.png,Denoising,KADID-10k/images/I55.png,2.23 KADID-10k/images/I55_15_04.png,Denoising,KADID-10k/images/I55.png,1.87 KADID-10k/images/I55_15_05.png,Denoising,KADID-10k/images/I55.png,1.67 KADID-10k/images/I55_16_01.png,Brighten,KADID-10k/images/I55.png,4.57 KADID-10k/images/I55_16_02.png,Brighten,KADID-10k/images/I55.png,4.5 KADID-10k/images/I55_16_03.png,Brighten,KADID-10k/images/I55.png,3.8 KADID-10k/images/I55_16_04.png,Brighten,KADID-10k/images/I55.png,2.97 KADID-10k/images/I55_16_05.png,Brighten,KADID-10k/images/I55.png,1.87 KADID-10k/images/I55_17_01.png,Darken,KADID-10k/images/I55.png,4.53 KADID-10k/images/I55_17_02.png,Darken,KADID-10k/images/I55.png,4.43 KADID-10k/images/I55_17_03.png,Darken,KADID-10k/images/I55.png,4.13 KADID-10k/images/I55_17_04.png,Darken,KADID-10k/images/I55.png,3.5 KADID-10k/images/I55_17_05.png,Darken,KADID-10k/images/I55.png,1.6 KADID-10k/images/I55_18_01.png,Mean_Shift,KADID-10k/images/I55.png,4.43 KADID-10k/images/I55_18_02.png,Mean_Shift,KADID-10k/images/I55.png,4.5 KADID-10k/images/I55_18_03.png,Mean_Shift,KADID-10k/images/I55.png,4.53 KADID-10k/images/I55_18_04.png,Mean_Shift,KADID-10k/images/I55.png,4.5 KADID-10k/images/I55_18_05.png,Mean_Shift,KADID-10k/images/I55.png,3.42 KADID-10k/images/I55_19_01.png,Jitter,KADID-10k/images/I55.png,4.19 KADID-10k/images/I55_19_02.png,Jitter,KADID-10k/images/I55.png,3.8 KADID-10k/images/I55_19_03.png,Jitter,KADID-10k/images/I55.png,3.13 KADID-10k/images/I55_19_04.png,Jitter,KADID-10k/images/I55.png,1.68 KADID-10k/images/I55_19_05.png,Jitter,KADID-10k/images/I55.png,1.16 KADID-10k/images/I55_20_01.png,Non-eccentricity_patch,KADID-10k/images/I55.png,4.43 KADID-10k/images/I55_20_02.png,Non-eccentricity_patch,KADID-10k/images/I55.png,4.23 KADID-10k/images/I55_20_03.png,Non-eccentricity_patch,KADID-10k/images/I55.png,4.17 KADID-10k/images/I55_20_04.png,Non-eccentricity_patch,KADID-10k/images/I55.png,4.13 KADID-10k/images/I55_20_05.png,Non-eccentricity_patch,KADID-10k/images/I55.png,3.43 KADID-10k/images/I55_21_01.png,Pixelate,KADID-10k/images/I55.png,3.83 KADID-10k/images/I55_21_02.png,Pixelate,KADID-10k/images/I55.png,2.93 KADID-10k/images/I55_21_03.png,Pixelate,KADID-10k/images/I55.png,2.37 KADID-10k/images/I55_21_04.png,Pixelate,KADID-10k/images/I55.png,2.4 KADID-10k/images/I55_21_05.png,Pixelate,KADID-10k/images/I55.png,1.4 KADID-10k/images/I55_22_01.png,Quantization,KADID-10k/images/I55.png,4.6 KADID-10k/images/I55_22_02.png,Quantization,KADID-10k/images/I55.png,4.77 KADID-10k/images/I55_22_03.png,Quantization,KADID-10k/images/I55.png,4.33 KADID-10k/images/I55_22_04.png,Quantization,KADID-10k/images/I55.png,3.93 KADID-10k/images/I55_22_05.png,Quantization,KADID-10k/images/I55.png,3.47 KADID-10k/images/I55_23_01.png,Color_Block,KADID-10k/images/I55.png,2.27 KADID-10k/images/I55_23_02.png,Color_Block,KADID-10k/images/I55.png,2.4 KADID-10k/images/I55_23_03.png,Color_Block,KADID-10k/images/I55.png,2.27 KADID-10k/images/I55_23_04.png,Color_Block,KADID-10k/images/I55.png,1.87 KADID-10k/images/I55_23_05.png,Color_Block,KADID-10k/images/I55.png,2.53 KADID-10k/images/I55_24_01.png,High_Sharpen,KADID-10k/images/I55.png,3.03 KADID-10k/images/I55_24_02.png,High_Sharpen,KADID-10k/images/I55.png,2.1 KADID-10k/images/I55_24_03.png,High_Sharpen,KADID-10k/images/I55.png,1.73 KADID-10k/images/I55_24_04.png,High_Sharpen,KADID-10k/images/I55.png,1.53 KADID-10k/images/I55_24_05.png,High_Sharpen,KADID-10k/images/I55.png,1.1 KADID-10k/images/I55_25_01.png,Contrast Dist.,KADID-10k/images/I55.png,2.8 KADID-10k/images/I55_25_02.png,Contrast Dist.,KADID-10k/images/I55.png,3.67 KADID-10k/images/I55_25_03.png,Contrast Dist.,KADID-10k/images/I55.png,4 KADID-10k/images/I55_25_04.png,Contrast Dist.,KADID-10k/images/I55.png,4.3 KADID-10k/images/I55_25_05.png,Contrast Dist.,KADID-10k/images/I55.png,3.47 KADID-10k/images/I56_01_01.png,GBLUR,KADID-10k/images/I56.png,4.6 KADID-10k/images/I56_01_02.png,GBLUR,KADID-10k/images/I56.png,4.63 KADID-10k/images/I56_01_03.png,GBLUR,KADID-10k/images/I56.png,2.87 KADID-10k/images/I56_01_04.png,GBLUR,KADID-10k/images/I56.png,1.87 KADID-10k/images/I56_01_05.png,GBLUR,KADID-10k/images/I56.png,1.2 KADID-10k/images/I56_02_01.png,Lens_Blur,KADID-10k/images/I56.png,3.5 KADID-10k/images/I56_02_02.png,Lens_Blur,KADID-10k/images/I56.png,2.5 KADID-10k/images/I56_02_03.png,Lens_Blur,KADID-10k/images/I56.png,1.9 KADID-10k/images/I56_02_04.png,Lens_Blur,KADID-10k/images/I56.png,1.53 KADID-10k/images/I56_02_05.png,Lens_Blur,KADID-10k/images/I56.png,1.23 KADID-10k/images/I56_03_01.png,Motion_Blur,KADID-10k/images/I56.png,4.63 KADID-10k/images/I56_03_02.png,Motion_Blur,KADID-10k/images/I56.png,4.27 KADID-10k/images/I56_03_03.png,Motion_Blur,KADID-10k/images/I56.png,2.43 KADID-10k/images/I56_03_04.png,Motion_Blur,KADID-10k/images/I56.png,1.97 KADID-10k/images/I56_03_05.png,Motion_Blur,KADID-10k/images/I56.png,1.6 KADID-10k/images/I56_04_01.png,Color_Diffusion,KADID-10k/images/I56.png,4.63 KADID-10k/images/I56_04_02.png,Color_Diffusion,KADID-10k/images/I56.png,2.4 KADID-10k/images/I56_04_03.png,Color_Diffusion,KADID-10k/images/I56.png,1.83 KADID-10k/images/I56_04_04.png,Color_Diffusion,KADID-10k/images/I56.png,1.83 KADID-10k/images/I56_04_05.png,Color_Diffusion,KADID-10k/images/I56.png,1.43 KADID-10k/images/I56_05_01.png,Color_Shift,KADID-10k/images/I56.png,4.37 KADID-10k/images/I56_05_02.png,Color_Shift,KADID-10k/images/I56.png,2.87 KADID-10k/images/I56_05_03.png,Color_Shift,KADID-10k/images/I56.png,2.07 KADID-10k/images/I56_05_04.png,Color_Shift,KADID-10k/images/I56.png,1.87 KADID-10k/images/I56_05_05.png,Color_Shift,KADID-10k/images/I56.png,2.13 KADID-10k/images/I56_06_01.png,Color_Quantization,KADID-10k/images/I56.png,4 KADID-10k/images/I56_06_02.png,Color_Quantization,KADID-10k/images/I56.png,3.6 KADID-10k/images/I56_06_03.png,Color_Quantization,KADID-10k/images/I56.png,3.17 KADID-10k/images/I56_06_04.png,Color_Quantization,KADID-10k/images/I56.png,2.57 KADID-10k/images/I56_06_05.png,Color_Quantization,KADID-10k/images/I56.png,2 KADID-10k/images/I56_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I56.png,2.2 KADID-10k/images/I56_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I56.png,1.8 KADID-10k/images/I56_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I56.png,2.43 KADID-10k/images/I56_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I56.png,2.5 KADID-10k/images/I56_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I56.png,2.37 KADID-10k/images/I56_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I56.png,4.73 KADID-10k/images/I56_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I56.png,2.8 KADID-10k/images/I56_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I56.png,2.33 KADID-10k/images/I56_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I56.png,1.6 KADID-10k/images/I56_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I56.png,1.87 KADID-10k/images/I56_09_01.png,JP2K,KADID-10k/images/I56.png,4.4 KADID-10k/images/I56_09_02.png,JP2K,KADID-10k/images/I56.png,4.67 KADID-10k/images/I56_09_03.png,JP2K,KADID-10k/images/I56.png,4.67 KADID-10k/images/I56_09_04.png,JP2K,KADID-10k/images/I56.png,3.07 KADID-10k/images/I56_09_05.png,JP2K,KADID-10k/images/I56.png,1.57 KADID-10k/images/I56_10_01.png,JPEG,KADID-10k/images/I56.png,4.55 KADID-10k/images/I56_10_02.png,JPEG,KADID-10k/images/I56.png,4.13 KADID-10k/images/I56_10_03.png,JPEG,KADID-10k/images/I56.png,3.83 KADID-10k/images/I56_10_04.png,JPEG,KADID-10k/images/I56.png,1.67 KADID-10k/images/I56_10_05.png,JPEG,KADID-10k/images/I56.png,1.2 KADID-10k/images/I56_11_01.png,AWGN,KADID-10k/images/I56.png,3.67 KADID-10k/images/I56_11_02.png,AWGN,KADID-10k/images/I56.png,3.4 KADID-10k/images/I56_11_03.png,AWGN,KADID-10k/images/I56.png,2.8 KADID-10k/images/I56_11_04.png,AWGN,KADID-10k/images/I56.png,2.43 KADID-10k/images/I56_11_05.png,AWGN,KADID-10k/images/I56.png,2.03 KADID-10k/images/I56_12_01.png,AWGN_YCbCr,KADID-10k/images/I56.png,4.63 KADID-10k/images/I56_12_02.png,AWGN_YCbCr,KADID-10k/images/I56.png,3.8 KADID-10k/images/I56_12_03.png,AWGN_YCbCr,KADID-10k/images/I56.png,2.9 KADID-10k/images/I56_12_04.png,AWGN_YCbCr,KADID-10k/images/I56.png,2.67 KADID-10k/images/I56_12_05.png,AWGN_YCbCr,KADID-10k/images/I56.png,2.13 KADID-10k/images/I56_13_01.png,Impulse_Noise,KADID-10k/images/I56.png,3.17 KADID-10k/images/I56_13_02.png,Impulse_Noise,KADID-10k/images/I56.png,2.33 KADID-10k/images/I56_13_03.png,Impulse_Noise,KADID-10k/images/I56.png,2.53 KADID-10k/images/I56_13_04.png,Impulse_Noise,KADID-10k/images/I56.png,2.03 KADID-10k/images/I56_13_05.png,Impulse_Noise,KADID-10k/images/I56.png,2.27 KADID-10k/images/I56_14_01.png,Multiplicative_Noise,KADID-10k/images/I56.png,4.47 KADID-10k/images/I56_14_02.png,Multiplicative_Noise,KADID-10k/images/I56.png,3.5 KADID-10k/images/I56_14_03.png,Multiplicative_Noise,KADID-10k/images/I56.png,2.9 KADID-10k/images/I56_14_04.png,Multiplicative_Noise,KADID-10k/images/I56.png,2.47 KADID-10k/images/I56_14_05.png,Multiplicative_Noise,KADID-10k/images/I56.png,2 KADID-10k/images/I56_15_01.png,Denoising,KADID-10k/images/I56.png,3.77 KADID-10k/images/I56_15_02.png,Denoising,KADID-10k/images/I56.png,2.63 KADID-10k/images/I56_15_03.png,Denoising,KADID-10k/images/I56.png,1.97 KADID-10k/images/I56_15_04.png,Denoising,KADID-10k/images/I56.png,1.5 KADID-10k/images/I56_15_05.png,Denoising,KADID-10k/images/I56.png,1.43 KADID-10k/images/I56_16_01.png,Brighten,KADID-10k/images/I56.png,4.53 KADID-10k/images/I56_16_02.png,Brighten,KADID-10k/images/I56.png,4.35 KADID-10k/images/I56_16_03.png,Brighten,KADID-10k/images/I56.png,3.5 KADID-10k/images/I56_16_04.png,Brighten,KADID-10k/images/I56.png,3.23 KADID-10k/images/I56_16_05.png,Brighten,KADID-10k/images/I56.png,1.97 KADID-10k/images/I56_17_01.png,Darken,KADID-10k/images/I56.png,4.58 KADID-10k/images/I56_17_02.png,Darken,KADID-10k/images/I56.png,4.3 KADID-10k/images/I56_17_03.png,Darken,KADID-10k/images/I56.png,4.07 KADID-10k/images/I56_17_04.png,Darken,KADID-10k/images/I56.png,3.13 KADID-10k/images/I56_17_05.png,Darken,KADID-10k/images/I56.png,1.94 KADID-10k/images/I56_18_01.png,Mean_Shift,KADID-10k/images/I56.png,4.37 KADID-10k/images/I56_18_02.png,Mean_Shift,KADID-10k/images/I56.png,4.47 KADID-10k/images/I56_18_03.png,Mean_Shift,KADID-10k/images/I56.png,4.2 KADID-10k/images/I56_18_04.png,Mean_Shift,KADID-10k/images/I56.png,4.3 KADID-10k/images/I56_18_05.png,Mean_Shift,KADID-10k/images/I56.png,3.57 KADID-10k/images/I56_19_01.png,Jitter,KADID-10k/images/I56.png,4.53 KADID-10k/images/I56_19_02.png,Jitter,KADID-10k/images/I56.png,4.07 KADID-10k/images/I56_19_03.png,Jitter,KADID-10k/images/I56.png,3.67 KADID-10k/images/I56_19_04.png,Jitter,KADID-10k/images/I56.png,1.77 KADID-10k/images/I56_19_05.png,Jitter,KADID-10k/images/I56.png,1.53 KADID-10k/images/I56_20_01.png,Non-eccentricity_patch,KADID-10k/images/I56.png,4.37 KADID-10k/images/I56_20_02.png,Non-eccentricity_patch,KADID-10k/images/I56.png,3.43 KADID-10k/images/I56_20_03.png,Non-eccentricity_patch,KADID-10k/images/I56.png,3.93 KADID-10k/images/I56_20_04.png,Non-eccentricity_patch,KADID-10k/images/I56.png,2.73 KADID-10k/images/I56_20_05.png,Non-eccentricity_patch,KADID-10k/images/I56.png,2.6 KADID-10k/images/I56_21_01.png,Pixelate,KADID-10k/images/I56.png,4.03 KADID-10k/images/I56_21_02.png,Pixelate,KADID-10k/images/I56.png,3.43 KADID-10k/images/I56_21_03.png,Pixelate,KADID-10k/images/I56.png,2.5 KADID-10k/images/I56_21_04.png,Pixelate,KADID-10k/images/I56.png,3.07 KADID-10k/images/I56_21_05.png,Pixelate,KADID-10k/images/I56.png,1.53 KADID-10k/images/I56_22_01.png,Quantization,KADID-10k/images/I56.png,4.2 KADID-10k/images/I56_22_02.png,Quantization,KADID-10k/images/I56.png,3.97 KADID-10k/images/I56_22_03.png,Quantization,KADID-10k/images/I56.png,2.8 KADID-10k/images/I56_22_04.png,Quantization,KADID-10k/images/I56.png,2.63 KADID-10k/images/I56_22_05.png,Quantization,KADID-10k/images/I56.png,1.9 KADID-10k/images/I56_23_01.png,Color_Block,KADID-10k/images/I56.png,2.67 KADID-10k/images/I56_23_02.png,Color_Block,KADID-10k/images/I56.png,2.07 KADID-10k/images/I56_23_03.png,Color_Block,KADID-10k/images/I56.png,2.1 KADID-10k/images/I56_23_04.png,Color_Block,KADID-10k/images/I56.png,2.33 KADID-10k/images/I56_23_05.png,Color_Block,KADID-10k/images/I56.png,2.03 KADID-10k/images/I56_24_01.png,High_Sharpen,KADID-10k/images/I56.png,3.23 KADID-10k/images/I56_24_02.png,High_Sharpen,KADID-10k/images/I56.png,2.27 KADID-10k/images/I56_24_03.png,High_Sharpen,KADID-10k/images/I56.png,1.87 KADID-10k/images/I56_24_04.png,High_Sharpen,KADID-10k/images/I56.png,1.43 KADID-10k/images/I56_24_05.png,High_Sharpen,KADID-10k/images/I56.png,1.27 KADID-10k/images/I56_25_01.png,Contrast Dist.,KADID-10k/images/I56.png,3.13 KADID-10k/images/I56_25_02.png,Contrast Dist.,KADID-10k/images/I56.png,3.47 KADID-10k/images/I56_25_03.png,Contrast Dist.,KADID-10k/images/I56.png,4.1 KADID-10k/images/I56_25_04.png,Contrast Dist.,KADID-10k/images/I56.png,3.7 KADID-10k/images/I56_25_05.png,Contrast Dist.,KADID-10k/images/I56.png,2.7 KADID-10k/images/I57_01_01.png,GBLUR,KADID-10k/images/I57.png,4.43 KADID-10k/images/I57_01_02.png,GBLUR,KADID-10k/images/I57.png,3.93 KADID-10k/images/I57_01_03.png,GBLUR,KADID-10k/images/I57.png,2.23 KADID-10k/images/I57_01_04.png,GBLUR,KADID-10k/images/I57.png,1.7 KADID-10k/images/I57_01_05.png,GBLUR,KADID-10k/images/I57.png,1.07 KADID-10k/images/I57_02_01.png,Lens_Blur,KADID-10k/images/I57.png,3.1 KADID-10k/images/I57_02_02.png,Lens_Blur,KADID-10k/images/I57.png,2.13 KADID-10k/images/I57_02_03.png,Lens_Blur,KADID-10k/images/I57.png,1.27 KADID-10k/images/I57_02_04.png,Lens_Blur,KADID-10k/images/I57.png,1.2 KADID-10k/images/I57_02_05.png,Lens_Blur,KADID-10k/images/I57.png,1.26 KADID-10k/images/I57_03_01.png,Motion_Blur,KADID-10k/images/I57.png,4.6 KADID-10k/images/I57_03_02.png,Motion_Blur,KADID-10k/images/I57.png,3.8 KADID-10k/images/I57_03_03.png,Motion_Blur,KADID-10k/images/I57.png,2.37 KADID-10k/images/I57_03_04.png,Motion_Blur,KADID-10k/images/I57.png,1.87 KADID-10k/images/I57_03_05.png,Motion_Blur,KADID-10k/images/I57.png,1.4 KADID-10k/images/I57_04_01.png,Color_Diffusion,KADID-10k/images/I57.png,3.9 KADID-10k/images/I57_04_02.png,Color_Diffusion,KADID-10k/images/I57.png,2.57 KADID-10k/images/I57_04_03.png,Color_Diffusion,KADID-10k/images/I57.png,1.87 KADID-10k/images/I57_04_04.png,Color_Diffusion,KADID-10k/images/I57.png,1.7 KADID-10k/images/I57_04_05.png,Color_Diffusion,KADID-10k/images/I57.png,1.37 KADID-10k/images/I57_05_01.png,Color_Shift,KADID-10k/images/I57.png,3.1 KADID-10k/images/I57_05_02.png,Color_Shift,KADID-10k/images/I57.png,1.77 KADID-10k/images/I57_05_03.png,Color_Shift,KADID-10k/images/I57.png,1.63 KADID-10k/images/I57_05_04.png,Color_Shift,KADID-10k/images/I57.png,1.43 KADID-10k/images/I57_05_05.png,Color_Shift,KADID-10k/images/I57.png,1.23 KADID-10k/images/I57_06_01.png,Color_Quantization,KADID-10k/images/I57.png,3.73 KADID-10k/images/I57_06_02.png,Color_Quantization,KADID-10k/images/I57.png,3.73 KADID-10k/images/I57_06_03.png,Color_Quantization,KADID-10k/images/I57.png,3.67 KADID-10k/images/I57_06_04.png,Color_Quantization,KADID-10k/images/I57.png,2.47 KADID-10k/images/I57_06_05.png,Color_Quantization,KADID-10k/images/I57.png,1.47 KADID-10k/images/I57_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I57.png,2.5 KADID-10k/images/I57_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I57.png,2.1 KADID-10k/images/I57_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I57.png,2.2 KADID-10k/images/I57_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I57.png,2.47 KADID-10k/images/I57_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I57.png,2.03 KADID-10k/images/I57_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I57.png,4.43 KADID-10k/images/I57_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I57.png,3.17 KADID-10k/images/I57_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I57.png,2 KADID-10k/images/I57_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I57.png,1.4 KADID-10k/images/I57_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I57.png,1.17 KADID-10k/images/I57_09_01.png,JP2K,KADID-10k/images/I57.png,4.58 KADID-10k/images/I57_09_02.png,JP2K,KADID-10k/images/I57.png,3.6 KADID-10k/images/I57_09_03.png,JP2K,KADID-10k/images/I57.png,3.3 KADID-10k/images/I57_09_04.png,JP2K,KADID-10k/images/I57.png,2.23 KADID-10k/images/I57_09_05.png,JP2K,KADID-10k/images/I57.png,1.23 KADID-10k/images/I57_10_01.png,JPEG,KADID-10k/images/I57.png,4.23 KADID-10k/images/I57_10_02.png,JPEG,KADID-10k/images/I57.png,4.23 KADID-10k/images/I57_10_03.png,JPEG,KADID-10k/images/I57.png,3.83 KADID-10k/images/I57_10_04.png,JPEG,KADID-10k/images/I57.png,2.23 KADID-10k/images/I57_10_05.png,JPEG,KADID-10k/images/I57.png,1.37 KADID-10k/images/I57_11_01.png,AWGN,KADID-10k/images/I57.png,4.1 KADID-10k/images/I57_11_02.png,AWGN,KADID-10k/images/I57.png,4.17 KADID-10k/images/I57_11_03.png,AWGN,KADID-10k/images/I57.png,3.43 KADID-10k/images/I57_11_04.png,AWGN,KADID-10k/images/I57.png,2.93 KADID-10k/images/I57_11_05.png,AWGN,KADID-10k/images/I57.png,2.23 KADID-10k/images/I57_12_01.png,AWGN_YCbCr,KADID-10k/images/I57.png,4.5 KADID-10k/images/I57_12_02.png,AWGN_YCbCr,KADID-10k/images/I57.png,4.27 KADID-10k/images/I57_12_03.png,AWGN_YCbCr,KADID-10k/images/I57.png,3.73 KADID-10k/images/I57_12_04.png,AWGN_YCbCr,KADID-10k/images/I57.png,2.8 KADID-10k/images/I57_12_05.png,AWGN_YCbCr,KADID-10k/images/I57.png,2.47 KADID-10k/images/I57_13_01.png,Impulse_Noise,KADID-10k/images/I57.png,4 KADID-10k/images/I57_13_02.png,Impulse_Noise,KADID-10k/images/I57.png,3.53 KADID-10k/images/I57_13_03.png,Impulse_Noise,KADID-10k/images/I57.png,3.1 KADID-10k/images/I57_13_04.png,Impulse_Noise,KADID-10k/images/I57.png,2.37 KADID-10k/images/I57_13_05.png,Impulse_Noise,KADID-10k/images/I57.png,2.3 KADID-10k/images/I57_14_01.png,Multiplicative_Noise,KADID-10k/images/I57.png,4.43 KADID-10k/images/I57_14_02.png,Multiplicative_Noise,KADID-10k/images/I57.png,4.13 KADID-10k/images/I57_14_03.png,Multiplicative_Noise,KADID-10k/images/I57.png,3.23 KADID-10k/images/I57_14_04.png,Multiplicative_Noise,KADID-10k/images/I57.png,2.73 KADID-10k/images/I57_14_05.png,Multiplicative_Noise,KADID-10k/images/I57.png,1.9 KADID-10k/images/I57_15_01.png,Denoising,KADID-10k/images/I57.png,3.8 KADID-10k/images/I57_15_02.png,Denoising,KADID-10k/images/I57.png,3.23 KADID-10k/images/I57_15_03.png,Denoising,KADID-10k/images/I57.png,2.3 KADID-10k/images/I57_15_04.png,Denoising,KADID-10k/images/I57.png,1.67 KADID-10k/images/I57_15_05.png,Denoising,KADID-10k/images/I57.png,1.4 KADID-10k/images/I57_16_01.png,Brighten,KADID-10k/images/I57.png,4.32 KADID-10k/images/I57_16_02.png,Brighten,KADID-10k/images/I57.png,4.4 KADID-10k/images/I57_16_03.png,Brighten,KADID-10k/images/I57.png,3 KADID-10k/images/I57_16_04.png,Brighten,KADID-10k/images/I57.png,1.8 KADID-10k/images/I57_16_05.png,Brighten,KADID-10k/images/I57.png,1.33 KADID-10k/images/I57_17_01.png,Darken,KADID-10k/images/I57.png,4.27 KADID-10k/images/I57_17_02.png,Darken,KADID-10k/images/I57.png,4.47 KADID-10k/images/I57_17_03.png,Darken,KADID-10k/images/I57.png,4 KADID-10k/images/I57_17_04.png,Darken,KADID-10k/images/I57.png,3.47 KADID-10k/images/I57_17_05.png,Darken,KADID-10k/images/I57.png,2.2 KADID-10k/images/I57_18_01.png,Mean_Shift,KADID-10k/images/I57.png,3.77 KADID-10k/images/I57_18_02.png,Mean_Shift,KADID-10k/images/I57.png,4.3 KADID-10k/images/I57_18_03.png,Mean_Shift,KADID-10k/images/I57.png,4.43 KADID-10k/images/I57_18_04.png,Mean_Shift,KADID-10k/images/I57.png,4.3 KADID-10k/images/I57_18_05.png,Mean_Shift,KADID-10k/images/I57.png,3.9 KADID-10k/images/I57_19_01.png,Jitter,KADID-10k/images/I57.png,4.23 KADID-10k/images/I57_19_02.png,Jitter,KADID-10k/images/I57.png,3.8 KADID-10k/images/I57_19_03.png,Jitter,KADID-10k/images/I57.png,2.47 KADID-10k/images/I57_19_04.png,Jitter,KADID-10k/images/I57.png,1.63 KADID-10k/images/I57_19_05.png,Jitter,KADID-10k/images/I57.png,1.37 KADID-10k/images/I57_20_01.png,Non-eccentricity_patch,KADID-10k/images/I57.png,4.33 KADID-10k/images/I57_20_02.png,Non-eccentricity_patch,KADID-10k/images/I57.png,4.13 KADID-10k/images/I57_20_03.png,Non-eccentricity_patch,KADID-10k/images/I57.png,3.9 KADID-10k/images/I57_20_04.png,Non-eccentricity_patch,KADID-10k/images/I57.png,3.97 KADID-10k/images/I57_20_05.png,Non-eccentricity_patch,KADID-10k/images/I57.png,4 KADID-10k/images/I57_21_01.png,Pixelate,KADID-10k/images/I57.png,3.5 KADID-10k/images/I57_21_02.png,Pixelate,KADID-10k/images/I57.png,2.67 KADID-10k/images/I57_21_03.png,Pixelate,KADID-10k/images/I57.png,2.5 KADID-10k/images/I57_21_04.png,Pixelate,KADID-10k/images/I57.png,2.57 KADID-10k/images/I57_21_05.png,Pixelate,KADID-10k/images/I57.png,1.4 KADID-10k/images/I57_22_01.png,Quantization,KADID-10k/images/I57.png,4.47 KADID-10k/images/I57_22_02.png,Quantization,KADID-10k/images/I57.png,4.43 KADID-10k/images/I57_22_03.png,Quantization,KADID-10k/images/I57.png,4.17 KADID-10k/images/I57_22_04.png,Quantization,KADID-10k/images/I57.png,4.13 KADID-10k/images/I57_22_05.png,Quantization,KADID-10k/images/I57.png,3.97 KADID-10k/images/I57_23_01.png,Color_Block,KADID-10k/images/I57.png,2.5 KADID-10k/images/I57_23_02.png,Color_Block,KADID-10k/images/I57.png,2.37 KADID-10k/images/I57_23_03.png,Color_Block,KADID-10k/images/I57.png,2.03 KADID-10k/images/I57_23_04.png,Color_Block,KADID-10k/images/I57.png,2 KADID-10k/images/I57_23_05.png,Color_Block,KADID-10k/images/I57.png,1.8 KADID-10k/images/I57_24_01.png,High_Sharpen,KADID-10k/images/I57.png,2.67 KADID-10k/images/I57_24_02.png,High_Sharpen,KADID-10k/images/I57.png,1.7 KADID-10k/images/I57_24_03.png,High_Sharpen,KADID-10k/images/I57.png,1.43 KADID-10k/images/I57_24_04.png,High_Sharpen,KADID-10k/images/I57.png,1.27 KADID-10k/images/I57_24_05.png,High_Sharpen,KADID-10k/images/I57.png,1.1 KADID-10k/images/I57_25_01.png,Contrast Dist.,KADID-10k/images/I57.png,2.97 KADID-10k/images/I57_25_02.png,Contrast Dist.,KADID-10k/images/I57.png,3.57 KADID-10k/images/I57_25_03.png,Contrast Dist.,KADID-10k/images/I57.png,3.57 KADID-10k/images/I57_25_04.png,Contrast Dist.,KADID-10k/images/I57.png,3.83 KADID-10k/images/I57_25_05.png,Contrast Dist.,KADID-10k/images/I57.png,3.07 KADID-10k/images/I58_01_01.png,GBLUR,KADID-10k/images/I58.png,4.73 KADID-10k/images/I58_01_02.png,GBLUR,KADID-10k/images/I58.png,4.43 KADID-10k/images/I58_01_03.png,GBLUR,KADID-10k/images/I58.png,3.9 KADID-10k/images/I58_01_04.png,GBLUR,KADID-10k/images/I58.png,2.6 KADID-10k/images/I58_01_05.png,GBLUR,KADID-10k/images/I58.png,1.53 KADID-10k/images/I58_02_01.png,Lens_Blur,KADID-10k/images/I58.png,4.27 KADID-10k/images/I58_02_02.png,Lens_Blur,KADID-10k/images/I58.png,3.6 KADID-10k/images/I58_02_03.png,Lens_Blur,KADID-10k/images/I58.png,2.47 KADID-10k/images/I58_02_04.png,Lens_Blur,KADID-10k/images/I58.png,1.97 KADID-10k/images/I58_02_05.png,Lens_Blur,KADID-10k/images/I58.png,1.6 KADID-10k/images/I58_03_01.png,Motion_Blur,KADID-10k/images/I58.png,4.57 KADID-10k/images/I58_03_02.png,Motion_Blur,KADID-10k/images/I58.png,4.47 KADID-10k/images/I58_03_03.png,Motion_Blur,KADID-10k/images/I58.png,3.4 KADID-10k/images/I58_03_04.png,Motion_Blur,KADID-10k/images/I58.png,2.93 KADID-10k/images/I58_03_05.png,Motion_Blur,KADID-10k/images/I58.png,2.27 KADID-10k/images/I58_04_01.png,Color_Diffusion,KADID-10k/images/I58.png,4.17 KADID-10k/images/I58_04_02.png,Color_Diffusion,KADID-10k/images/I58.png,2.5 KADID-10k/images/I58_04_03.png,Color_Diffusion,KADID-10k/images/I58.png,1.43 KADID-10k/images/I58_04_04.png,Color_Diffusion,KADID-10k/images/I58.png,1.07 KADID-10k/images/I58_04_05.png,Color_Diffusion,KADID-10k/images/I58.png,1 KADID-10k/images/I58_05_01.png,Color_Shift,KADID-10k/images/I58.png,4.63 KADID-10k/images/I58_05_02.png,Color_Shift,KADID-10k/images/I58.png,3.97 KADID-10k/images/I58_05_03.png,Color_Shift,KADID-10k/images/I58.png,2.43 KADID-10k/images/I58_05_04.png,Color_Shift,KADID-10k/images/I58.png,2.47 KADID-10k/images/I58_05_05.png,Color_Shift,KADID-10k/images/I58.png,3.4 KADID-10k/images/I58_06_01.png,Color_Quantization,KADID-10k/images/I58.png,4.35 KADID-10k/images/I58_06_02.png,Color_Quantization,KADID-10k/images/I58.png,4.2 KADID-10k/images/I58_06_03.png,Color_Quantization,KADID-10k/images/I58.png,3.3 KADID-10k/images/I58_06_04.png,Color_Quantization,KADID-10k/images/I58.png,2.6 KADID-10k/images/I58_06_05.png,Color_Quantization,KADID-10k/images/I58.png,2.3 KADID-10k/images/I58_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I58.png,2.4 KADID-10k/images/I58_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I58.png,2.13 KADID-10k/images/I58_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I58.png,2.2 KADID-10k/images/I58_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I58.png,2.2 KADID-10k/images/I58_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I58.png,2.27 KADID-10k/images/I58_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I58.png,4.73 KADID-10k/images/I58_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I58.png,4.03 KADID-10k/images/I58_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I58.png,3.35 KADID-10k/images/I58_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I58.png,1.67 KADID-10k/images/I58_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I58.png,1.3 KADID-10k/images/I58_09_01.png,JP2K,KADID-10k/images/I58.png,4.63 KADID-10k/images/I58_09_02.png,JP2K,KADID-10k/images/I58.png,4.5 KADID-10k/images/I58_09_03.png,JP2K,KADID-10k/images/I58.png,4.63 KADID-10k/images/I58_09_04.png,JP2K,KADID-10k/images/I58.png,3.52 KADID-10k/images/I58_09_05.png,JP2K,KADID-10k/images/I58.png,1.8 KADID-10k/images/I58_10_01.png,JPEG,KADID-10k/images/I58.png,4.03 KADID-10k/images/I58_10_02.png,JPEG,KADID-10k/images/I58.png,4.17 KADID-10k/images/I58_10_03.png,JPEG,KADID-10k/images/I58.png,3.3 KADID-10k/images/I58_10_04.png,JPEG,KADID-10k/images/I58.png,1.8 KADID-10k/images/I58_10_05.png,JPEG,KADID-10k/images/I58.png,1.53 KADID-10k/images/I58_11_01.png,AWGN,KADID-10k/images/I58.png,3.77 KADID-10k/images/I58_11_02.png,AWGN,KADID-10k/images/I58.png,3.2 KADID-10k/images/I58_11_03.png,AWGN,KADID-10k/images/I58.png,2.9 KADID-10k/images/I58_11_04.png,AWGN,KADID-10k/images/I58.png,2.9 KADID-10k/images/I58_11_05.png,AWGN,KADID-10k/images/I58.png,2.3 KADID-10k/images/I58_12_01.png,AWGN_YCbCr,KADID-10k/images/I58.png,4.37 KADID-10k/images/I58_12_02.png,AWGN_YCbCr,KADID-10k/images/I58.png,3.43 KADID-10k/images/I58_12_03.png,AWGN_YCbCr,KADID-10k/images/I58.png,2.93 KADID-10k/images/I58_12_04.png,AWGN_YCbCr,KADID-10k/images/I58.png,2.5 KADID-10k/images/I58_12_05.png,AWGN_YCbCr,KADID-10k/images/I58.png,2.17 KADID-10k/images/I58_13_01.png,Impulse_Noise,KADID-10k/images/I58.png,3.1 KADID-10k/images/I58_13_02.png,Impulse_Noise,KADID-10k/images/I58.png,2.33 KADID-10k/images/I58_13_03.png,Impulse_Noise,KADID-10k/images/I58.png,2.6 KADID-10k/images/I58_13_04.png,Impulse_Noise,KADID-10k/images/I58.png,2.13 KADID-10k/images/I58_13_05.png,Impulse_Noise,KADID-10k/images/I58.png,1.83 KADID-10k/images/I58_14_01.png,Multiplicative_Noise,KADID-10k/images/I58.png,4.37 KADID-10k/images/I58_14_02.png,Multiplicative_Noise,KADID-10k/images/I58.png,3.53 KADID-10k/images/I58_14_03.png,Multiplicative_Noise,KADID-10k/images/I58.png,3.37 KADID-10k/images/I58_14_04.png,Multiplicative_Noise,KADID-10k/images/I58.png,2.8 KADID-10k/images/I58_14_05.png,Multiplicative_Noise,KADID-10k/images/I58.png,2.27 KADID-10k/images/I58_15_01.png,Denoising,KADID-10k/images/I58.png,3.77 KADID-10k/images/I58_15_02.png,Denoising,KADID-10k/images/I58.png,2.77 KADID-10k/images/I58_15_03.png,Denoising,KADID-10k/images/I58.png,2.4 KADID-10k/images/I58_15_04.png,Denoising,KADID-10k/images/I58.png,1.77 KADID-10k/images/I58_15_05.png,Denoising,KADID-10k/images/I58.png,1.47 KADID-10k/images/I58_16_01.png,Brighten,KADID-10k/images/I58.png,4.83 KADID-10k/images/I58_16_02.png,Brighten,KADID-10k/images/I58.png,4.57 KADID-10k/images/I58_16_03.png,Brighten,KADID-10k/images/I58.png,4.17 KADID-10k/images/I58_16_04.png,Brighten,KADID-10k/images/I58.png,3.5 KADID-10k/images/I58_16_05.png,Brighten,KADID-10k/images/I58.png,2.33 KADID-10k/images/I58_17_01.png,Darken,KADID-10k/images/I58.png,4.77 KADID-10k/images/I58_17_02.png,Darken,KADID-10k/images/I58.png,4.57 KADID-10k/images/I58_17_03.png,Darken,KADID-10k/images/I58.png,4.03 KADID-10k/images/I58_17_04.png,Darken,KADID-10k/images/I58.png,3.5 KADID-10k/images/I58_17_05.png,Darken,KADID-10k/images/I58.png,2.17 KADID-10k/images/I58_18_01.png,Mean_Shift,KADID-10k/images/I58.png,4.37 KADID-10k/images/I58_18_02.png,Mean_Shift,KADID-10k/images/I58.png,4.77 KADID-10k/images/I58_18_03.png,Mean_Shift,KADID-10k/images/I58.png,4.83 KADID-10k/images/I58_18_04.png,Mean_Shift,KADID-10k/images/I58.png,4.27 KADID-10k/images/I58_18_05.png,Mean_Shift,KADID-10k/images/I58.png,3.73 KADID-10k/images/I58_19_01.png,Jitter,KADID-10k/images/I58.png,4.43 KADID-10k/images/I58_19_02.png,Jitter,KADID-10k/images/I58.png,4.3 KADID-10k/images/I58_19_03.png,Jitter,KADID-10k/images/I58.png,3.4 KADID-10k/images/I58_19_04.png,Jitter,KADID-10k/images/I58.png,1.97 KADID-10k/images/I58_19_05.png,Jitter,KADID-10k/images/I58.png,1.67 KADID-10k/images/I58_20_01.png,Non-eccentricity_patch,KADID-10k/images/I58.png,4.07 KADID-10k/images/I58_20_02.png,Non-eccentricity_patch,KADID-10k/images/I58.png,4.5 KADID-10k/images/I58_20_03.png,Non-eccentricity_patch,KADID-10k/images/I58.png,3.07 KADID-10k/images/I58_20_04.png,Non-eccentricity_patch,KADID-10k/images/I58.png,3.23 KADID-10k/images/I58_20_05.png,Non-eccentricity_patch,KADID-10k/images/I58.png,3.03 KADID-10k/images/I58_21_01.png,Pixelate,KADID-10k/images/I58.png,4.23 KADID-10k/images/I58_21_02.png,Pixelate,KADID-10k/images/I58.png,3.5 KADID-10k/images/I58_21_03.png,Pixelate,KADID-10k/images/I58.png,3.33 KADID-10k/images/I58_21_04.png,Pixelate,KADID-10k/images/I58.png,3.29 KADID-10k/images/I58_21_05.png,Pixelate,KADID-10k/images/I58.png,1.97 KADID-10k/images/I58_22_01.png,Quantization,KADID-10k/images/I58.png,2.9 KADID-10k/images/I58_22_02.png,Quantization,KADID-10k/images/I58.png,2.1 KADID-10k/images/I58_22_03.png,Quantization,KADID-10k/images/I58.png,2.3 KADID-10k/images/I58_22_04.png,Quantization,KADID-10k/images/I58.png,2.03 KADID-10k/images/I58_22_05.png,Quantization,KADID-10k/images/I58.png,2 KADID-10k/images/I58_23_01.png,Color_Block,KADID-10k/images/I58.png,2.9 KADID-10k/images/I58_23_02.png,Color_Block,KADID-10k/images/I58.png,2.4 KADID-10k/images/I58_23_03.png,Color_Block,KADID-10k/images/I58.png,2.33 KADID-10k/images/I58_23_04.png,Color_Block,KADID-10k/images/I58.png,2.33 KADID-10k/images/I58_23_05.png,Color_Block,KADID-10k/images/I58.png,1.97 KADID-10k/images/I58_24_01.png,High_Sharpen,KADID-10k/images/I58.png,4.3 KADID-10k/images/I58_24_02.png,High_Sharpen,KADID-10k/images/I58.png,3.57 KADID-10k/images/I58_24_03.png,High_Sharpen,KADID-10k/images/I58.png,3.13 KADID-10k/images/I58_24_04.png,High_Sharpen,KADID-10k/images/I58.png,2.17 KADID-10k/images/I58_24_05.png,High_Sharpen,KADID-10k/images/I58.png,1.7 KADID-10k/images/I58_25_01.png,Contrast Dist.,KADID-10k/images/I58.png,3.5 KADID-10k/images/I58_25_02.png,Contrast Dist.,KADID-10k/images/I58.png,4.07 KADID-10k/images/I58_25_03.png,Contrast Dist.,KADID-10k/images/I58.png,4.45 KADID-10k/images/I58_25_04.png,Contrast Dist.,KADID-10k/images/I58.png,4.1 KADID-10k/images/I58_25_05.png,Contrast Dist.,KADID-10k/images/I58.png,3.53 KADID-10k/images/I59_01_01.png,GBLUR,KADID-10k/images/I59.png,4.8 KADID-10k/images/I59_01_02.png,GBLUR,KADID-10k/images/I59.png,4.3 KADID-10k/images/I59_01_03.png,GBLUR,KADID-10k/images/I59.png,3.2 KADID-10k/images/I59_01_04.png,GBLUR,KADID-10k/images/I59.png,1.8 KADID-10k/images/I59_01_05.png,GBLUR,KADID-10k/images/I59.png,1.37 KADID-10k/images/I59_02_01.png,Lens_Blur,KADID-10k/images/I59.png,4.37 KADID-10k/images/I59_02_02.png,Lens_Blur,KADID-10k/images/I59.png,3.03 KADID-10k/images/I59_02_03.png,Lens_Blur,KADID-10k/images/I59.png,1.73 KADID-10k/images/I59_02_04.png,Lens_Blur,KADID-10k/images/I59.png,1.47 KADID-10k/images/I59_02_05.png,Lens_Blur,KADID-10k/images/I59.png,1.2 KADID-10k/images/I59_03_01.png,Motion_Blur,KADID-10k/images/I59.png,4.83 KADID-10k/images/I59_03_02.png,Motion_Blur,KADID-10k/images/I59.png,4.27 KADID-10k/images/I59_03_03.png,Motion_Blur,KADID-10k/images/I59.png,3.43 KADID-10k/images/I59_03_04.png,Motion_Blur,KADID-10k/images/I59.png,2.3 KADID-10k/images/I59_03_05.png,Motion_Blur,KADID-10k/images/I59.png,1.47 KADID-10k/images/I59_04_01.png,Color_Diffusion,KADID-10k/images/I59.png,4.6 KADID-10k/images/I59_04_02.png,Color_Diffusion,KADID-10k/images/I59.png,3.17 KADID-10k/images/I59_04_03.png,Color_Diffusion,KADID-10k/images/I59.png,2.33 KADID-10k/images/I59_04_04.png,Color_Diffusion,KADID-10k/images/I59.png,2.43 KADID-10k/images/I59_04_05.png,Color_Diffusion,KADID-10k/images/I59.png,2.07 KADID-10k/images/I59_05_01.png,Color_Shift,KADID-10k/images/I59.png,4.67 KADID-10k/images/I59_05_02.png,Color_Shift,KADID-10k/images/I59.png,2.6 KADID-10k/images/I59_05_03.png,Color_Shift,KADID-10k/images/I59.png,1.9 KADID-10k/images/I59_05_04.png,Color_Shift,KADID-10k/images/I59.png,1.27 KADID-10k/images/I59_05_05.png,Color_Shift,KADID-10k/images/I59.png,1.4 KADID-10k/images/I59_06_01.png,Color_Quantization,KADID-10k/images/I59.png,4.27 KADID-10k/images/I59_06_02.png,Color_Quantization,KADID-10k/images/I59.png,3.97 KADID-10k/images/I59_06_03.png,Color_Quantization,KADID-10k/images/I59.png,3.87 KADID-10k/images/I59_06_04.png,Color_Quantization,KADID-10k/images/I59.png,3.37 KADID-10k/images/I59_06_05.png,Color_Quantization,KADID-10k/images/I59.png,2.83 KADID-10k/images/I59_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I59.png,3.13 KADID-10k/images/I59_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I59.png,2.4 KADID-10k/images/I59_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I59.png,2.8 KADID-10k/images/I59_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I59.png,2.52 KADID-10k/images/I59_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I59.png,2.19 KADID-10k/images/I59_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I59.png,4.7 KADID-10k/images/I59_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I59.png,3.27 KADID-10k/images/I59_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I59.png,2.87 KADID-10k/images/I59_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I59.png,2.4 KADID-10k/images/I59_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I59.png,1.87 KADID-10k/images/I59_09_01.png,JP2K,KADID-10k/images/I59.png,4.63 KADID-10k/images/I59_09_02.png,JP2K,KADID-10k/images/I59.png,4.6 KADID-10k/images/I59_09_03.png,JP2K,KADID-10k/images/I59.png,4.4 KADID-10k/images/I59_09_04.png,JP2K,KADID-10k/images/I59.png,3.1 KADID-10k/images/I59_09_05.png,JP2K,KADID-10k/images/I59.png,1.3 KADID-10k/images/I59_10_01.png,JPEG,KADID-10k/images/I59.png,4.77 KADID-10k/images/I59_10_02.png,JPEG,KADID-10k/images/I59.png,4.77 KADID-10k/images/I59_10_03.png,JPEG,KADID-10k/images/I59.png,4.5 KADID-10k/images/I59_10_04.png,JPEG,KADID-10k/images/I59.png,2.5 KADID-10k/images/I59_10_05.png,JPEG,KADID-10k/images/I59.png,1.47 KADID-10k/images/I59_11_01.png,AWGN,KADID-10k/images/I59.png,4.29 KADID-10k/images/I59_11_02.png,AWGN,KADID-10k/images/I59.png,3.77 KADID-10k/images/I59_11_03.png,AWGN,KADID-10k/images/I59.png,3.43 KADID-10k/images/I59_11_04.png,AWGN,KADID-10k/images/I59.png,3 KADID-10k/images/I59_11_05.png,AWGN,KADID-10k/images/I59.png,2.3 KADID-10k/images/I59_12_01.png,AWGN_YCbCr,KADID-10k/images/I59.png,4.5 KADID-10k/images/I59_12_02.png,AWGN_YCbCr,KADID-10k/images/I59.png,4.03 KADID-10k/images/I59_12_03.png,AWGN_YCbCr,KADID-10k/images/I59.png,3.6 KADID-10k/images/I59_12_04.png,AWGN_YCbCr,KADID-10k/images/I59.png,2.97 KADID-10k/images/I59_12_05.png,AWGN_YCbCr,KADID-10k/images/I59.png,2.6 KADID-10k/images/I59_13_01.png,Impulse_Noise,KADID-10k/images/I59.png,4.27 KADID-10k/images/I59_13_02.png,Impulse_Noise,KADID-10k/images/I59.png,3.2 KADID-10k/images/I59_13_03.png,Impulse_Noise,KADID-10k/images/I59.png,2.77 KADID-10k/images/I59_13_04.png,Impulse_Noise,KADID-10k/images/I59.png,2.33 KADID-10k/images/I59_13_05.png,Impulse_Noise,KADID-10k/images/I59.png,2.3 KADID-10k/images/I59_14_01.png,Multiplicative_Noise,KADID-10k/images/I59.png,4.87 KADID-10k/images/I59_14_02.png,Multiplicative_Noise,KADID-10k/images/I59.png,4.13 KADID-10k/images/I59_14_03.png,Multiplicative_Noise,KADID-10k/images/I59.png,3.03 KADID-10k/images/I59_14_04.png,Multiplicative_Noise,KADID-10k/images/I59.png,2.77 KADID-10k/images/I59_14_05.png,Multiplicative_Noise,KADID-10k/images/I59.png,2.23 KADID-10k/images/I59_15_01.png,Denoising,KADID-10k/images/I59.png,4.13 KADID-10k/images/I59_15_02.png,Denoising,KADID-10k/images/I59.png,3.03 KADID-10k/images/I59_15_03.png,Denoising,KADID-10k/images/I59.png,2.53 KADID-10k/images/I59_15_04.png,Denoising,KADID-10k/images/I59.png,1.8 KADID-10k/images/I59_15_05.png,Denoising,KADID-10k/images/I59.png,1.5 KADID-10k/images/I59_16_01.png,Brighten,KADID-10k/images/I59.png,4.73 KADID-10k/images/I59_16_02.png,Brighten,KADID-10k/images/I59.png,4.47 KADID-10k/images/I59_16_03.png,Brighten,KADID-10k/images/I59.png,3.83 KADID-10k/images/I59_16_04.png,Brighten,KADID-10k/images/I59.png,2.9 KADID-10k/images/I59_16_05.png,Brighten,KADID-10k/images/I59.png,1.53 KADID-10k/images/I59_17_01.png,Darken,KADID-10k/images/I59.png,4.83 KADID-10k/images/I59_17_02.png,Darken,KADID-10k/images/I59.png,4.39 KADID-10k/images/I59_17_03.png,Darken,KADID-10k/images/I59.png,4.3 KADID-10k/images/I59_17_04.png,Darken,KADID-10k/images/I59.png,3.7 KADID-10k/images/I59_17_05.png,Darken,KADID-10k/images/I59.png,2.37 KADID-10k/images/I59_18_01.png,Mean_Shift,KADID-10k/images/I59.png,4.43 KADID-10k/images/I59_18_02.png,Mean_Shift,KADID-10k/images/I59.png,4.7 KADID-10k/images/I59_18_03.png,Mean_Shift,KADID-10k/images/I59.png,4.67 KADID-10k/images/I59_18_04.png,Mean_Shift,KADID-10k/images/I59.png,4.43 KADID-10k/images/I59_18_05.png,Mean_Shift,KADID-10k/images/I59.png,3.93 KADID-10k/images/I59_19_01.png,Jitter,KADID-10k/images/I59.png,4.53 KADID-10k/images/I59_19_02.png,Jitter,KADID-10k/images/I59.png,4.27 KADID-10k/images/I59_19_03.png,Jitter,KADID-10k/images/I59.png,3.7 KADID-10k/images/I59_19_04.png,Jitter,KADID-10k/images/I59.png,2 KADID-10k/images/I59_19_05.png,Jitter,KADID-10k/images/I59.png,1.13 KADID-10k/images/I59_20_01.png,Non-eccentricity_patch,KADID-10k/images/I59.png,4.47 KADID-10k/images/I59_20_02.png,Non-eccentricity_patch,KADID-10k/images/I59.png,4.57 KADID-10k/images/I59_20_03.png,Non-eccentricity_patch,KADID-10k/images/I59.png,4.07 KADID-10k/images/I59_20_04.png,Non-eccentricity_patch,KADID-10k/images/I59.png,4.23 KADID-10k/images/I59_20_05.png,Non-eccentricity_patch,KADID-10k/images/I59.png,3.6 KADID-10k/images/I59_21_01.png,Pixelate,KADID-10k/images/I59.png,4.5 KADID-10k/images/I59_21_02.png,Pixelate,KADID-10k/images/I59.png,3.67 KADID-10k/images/I59_21_03.png,Pixelate,KADID-10k/images/I59.png,3.8 KADID-10k/images/I59_21_04.png,Pixelate,KADID-10k/images/I59.png,3.1 KADID-10k/images/I59_21_05.png,Pixelate,KADID-10k/images/I59.png,1.53 KADID-10k/images/I59_22_01.png,Quantization,KADID-10k/images/I59.png,4.4 KADID-10k/images/I59_22_02.png,Quantization,KADID-10k/images/I59.png,4.48 KADID-10k/images/I59_22_03.png,Quantization,KADID-10k/images/I59.png,3.7 KADID-10k/images/I59_22_04.png,Quantization,KADID-10k/images/I59.png,3.73 KADID-10k/images/I59_22_05.png,Quantization,KADID-10k/images/I59.png,3.4 KADID-10k/images/I59_23_01.png,Color_Block,KADID-10k/images/I59.png,2.87 KADID-10k/images/I59_23_02.png,Color_Block,KADID-10k/images/I59.png,2.47 KADID-10k/images/I59_23_03.png,Color_Block,KADID-10k/images/I59.png,2.5 KADID-10k/images/I59_23_04.png,Color_Block,KADID-10k/images/I59.png,2.4 KADID-10k/images/I59_23_05.png,Color_Block,KADID-10k/images/I59.png,2.3 KADID-10k/images/I59_24_01.png,High_Sharpen,KADID-10k/images/I59.png,3.93 KADID-10k/images/I59_24_02.png,High_Sharpen,KADID-10k/images/I59.png,2.93 KADID-10k/images/I59_24_03.png,High_Sharpen,KADID-10k/images/I59.png,2.4 KADID-10k/images/I59_24_04.png,High_Sharpen,KADID-10k/images/I59.png,1.8 KADID-10k/images/I59_24_05.png,High_Sharpen,KADID-10k/images/I59.png,1.4 KADID-10k/images/I59_25_01.png,Contrast Dist.,KADID-10k/images/I59.png,4 KADID-10k/images/I59_25_02.png,Contrast Dist.,KADID-10k/images/I59.png,3.87 KADID-10k/images/I59_25_03.png,Contrast Dist.,KADID-10k/images/I59.png,4.39 KADID-10k/images/I59_25_04.png,Contrast Dist.,KADID-10k/images/I59.png,4.1 KADID-10k/images/I59_25_05.png,Contrast Dist.,KADID-10k/images/I59.png,2.93 KADID-10k/images/I60_01_01.png,GBLUR,KADID-10k/images/I60.png,4.47 KADID-10k/images/I60_01_02.png,GBLUR,KADID-10k/images/I60.png,4.6 KADID-10k/images/I60_01_03.png,GBLUR,KADID-10k/images/I60.png,3.33 KADID-10k/images/I60_01_04.png,GBLUR,KADID-10k/images/I60.png,1.97 KADID-10k/images/I60_01_05.png,GBLUR,KADID-10k/images/I60.png,1.57 KADID-10k/images/I60_02_01.png,Lens_Blur,KADID-10k/images/I60.png,4.16 KADID-10k/images/I60_02_02.png,Lens_Blur,KADID-10k/images/I60.png,3.03 KADID-10k/images/I60_02_03.png,Lens_Blur,KADID-10k/images/I60.png,1.8 KADID-10k/images/I60_02_04.png,Lens_Blur,KADID-10k/images/I60.png,1.23 KADID-10k/images/I60_02_05.png,Lens_Blur,KADID-10k/images/I60.png,1.2 KADID-10k/images/I60_03_01.png,Motion_Blur,KADID-10k/images/I60.png,4.63 KADID-10k/images/I60_03_02.png,Motion_Blur,KADID-10k/images/I60.png,4.7 KADID-10k/images/I60_03_03.png,Motion_Blur,KADID-10k/images/I60.png,3.13 KADID-10k/images/I60_03_04.png,Motion_Blur,KADID-10k/images/I60.png,2.77 KADID-10k/images/I60_03_05.png,Motion_Blur,KADID-10k/images/I60.png,1.97 KADID-10k/images/I60_04_01.png,Color_Diffusion,KADID-10k/images/I60.png,4.57 KADID-10k/images/I60_04_02.png,Color_Diffusion,KADID-10k/images/I60.png,1.97 KADID-10k/images/I60_04_03.png,Color_Diffusion,KADID-10k/images/I60.png,1.33 KADID-10k/images/I60_04_04.png,Color_Diffusion,KADID-10k/images/I60.png,1.2 KADID-10k/images/I60_04_05.png,Color_Diffusion,KADID-10k/images/I60.png,1.13 KADID-10k/images/I60_05_01.png,Color_Shift,KADID-10k/images/I60.png,4.7 KADID-10k/images/I60_05_02.png,Color_Shift,KADID-10k/images/I60.png,2.87 KADID-10k/images/I60_05_03.png,Color_Shift,KADID-10k/images/I60.png,2.3 KADID-10k/images/I60_05_04.png,Color_Shift,KADID-10k/images/I60.png,2.5 KADID-10k/images/I60_05_05.png,Color_Shift,KADID-10k/images/I60.png,2.67 KADID-10k/images/I60_06_01.png,Color_Quantization,KADID-10k/images/I60.png,4.03 KADID-10k/images/I60_06_02.png,Color_Quantization,KADID-10k/images/I60.png,3.9 KADID-10k/images/I60_06_03.png,Color_Quantization,KADID-10k/images/I60.png,3.63 KADID-10k/images/I60_06_04.png,Color_Quantization,KADID-10k/images/I60.png,3.1 KADID-10k/images/I60_06_05.png,Color_Quantization,KADID-10k/images/I60.png,2.53 KADID-10k/images/I60_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I60.png,2.8 KADID-10k/images/I60_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I60.png,2.63 KADID-10k/images/I60_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I60.png,1.87 KADID-10k/images/I60_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I60.png,1.8 KADID-10k/images/I60_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I60.png,1.8 KADID-10k/images/I60_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I60.png,4.6 KADID-10k/images/I60_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I60.png,3.03 KADID-10k/images/I60_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I60.png,1.87 KADID-10k/images/I60_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I60.png,1.6 KADID-10k/images/I60_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I60.png,1.47 KADID-10k/images/I60_09_01.png,JP2K,KADID-10k/images/I60.png,4.53 KADID-10k/images/I60_09_02.png,JP2K,KADID-10k/images/I60.png,4.13 KADID-10k/images/I60_09_03.png,JP2K,KADID-10k/images/I60.png,4.33 KADID-10k/images/I60_09_04.png,JP2K,KADID-10k/images/I60.png,2.33 KADID-10k/images/I60_09_05.png,JP2K,KADID-10k/images/I60.png,1.4 KADID-10k/images/I60_10_01.png,JPEG,KADID-10k/images/I60.png,4.57 KADID-10k/images/I60_10_02.png,JPEG,KADID-10k/images/I60.png,4.37 KADID-10k/images/I60_10_03.png,JPEG,KADID-10k/images/I60.png,4.16 KADID-10k/images/I60_10_04.png,JPEG,KADID-10k/images/I60.png,2.43 KADID-10k/images/I60_10_05.png,JPEG,KADID-10k/images/I60.png,1.47 KADID-10k/images/I60_11_01.png,AWGN,KADID-10k/images/I60.png,3.53 KADID-10k/images/I60_11_02.png,AWGN,KADID-10k/images/I60.png,3.47 KADID-10k/images/I60_11_03.png,AWGN,KADID-10k/images/I60.png,3.07 KADID-10k/images/I60_11_04.png,AWGN,KADID-10k/images/I60.png,2.7 KADID-10k/images/I60_11_05.png,AWGN,KADID-10k/images/I60.png,2.6 KADID-10k/images/I60_12_01.png,AWGN_YCbCr,KADID-10k/images/I60.png,4.53 KADID-10k/images/I60_12_02.png,AWGN_YCbCr,KADID-10k/images/I60.png,4 KADID-10k/images/I60_12_03.png,AWGN_YCbCr,KADID-10k/images/I60.png,3.57 KADID-10k/images/I60_12_04.png,AWGN_YCbCr,KADID-10k/images/I60.png,2.87 KADID-10k/images/I60_12_05.png,AWGN_YCbCr,KADID-10k/images/I60.png,2.45 KADID-10k/images/I60_13_01.png,Impulse_Noise,KADID-10k/images/I60.png,3.67 KADID-10k/images/I60_13_02.png,Impulse_Noise,KADID-10k/images/I60.png,2.93 KADID-10k/images/I60_13_03.png,Impulse_Noise,KADID-10k/images/I60.png,2.63 KADID-10k/images/I60_13_04.png,Impulse_Noise,KADID-10k/images/I60.png,2.57 KADID-10k/images/I60_13_05.png,Impulse_Noise,KADID-10k/images/I60.png,2.27 KADID-10k/images/I60_14_01.png,Multiplicative_Noise,KADID-10k/images/I60.png,4.47 KADID-10k/images/I60_14_02.png,Multiplicative_Noise,KADID-10k/images/I60.png,3.63 KADID-10k/images/I60_14_03.png,Multiplicative_Noise,KADID-10k/images/I60.png,3.2 KADID-10k/images/I60_14_04.png,Multiplicative_Noise,KADID-10k/images/I60.png,2.73 KADID-10k/images/I60_14_05.png,Multiplicative_Noise,KADID-10k/images/I60.png,1.97 KADID-10k/images/I60_15_01.png,Denoising,KADID-10k/images/I60.png,4.2 KADID-10k/images/I60_15_02.png,Denoising,KADID-10k/images/I60.png,2.97 KADID-10k/images/I60_15_03.png,Denoising,KADID-10k/images/I60.png,2.3 KADID-10k/images/I60_15_04.png,Denoising,KADID-10k/images/I60.png,1.87 KADID-10k/images/I60_15_05.png,Denoising,KADID-10k/images/I60.png,1.57 KADID-10k/images/I60_16_01.png,Brighten,KADID-10k/images/I60.png,4.57 KADID-10k/images/I60_16_02.png,Brighten,KADID-10k/images/I60.png,4.53 KADID-10k/images/I60_16_03.png,Brighten,KADID-10k/images/I60.png,3.43 KADID-10k/images/I60_16_04.png,Brighten,KADID-10k/images/I60.png,3.1 KADID-10k/images/I60_16_05.png,Brighten,KADID-10k/images/I60.png,1.93 KADID-10k/images/I60_17_01.png,Darken,KADID-10k/images/I60.png,4.47 KADID-10k/images/I60_17_02.png,Darken,KADID-10k/images/I60.png,4.5 KADID-10k/images/I60_17_03.png,Darken,KADID-10k/images/I60.png,4.33 KADID-10k/images/I60_17_04.png,Darken,KADID-10k/images/I60.png,3.47 KADID-10k/images/I60_17_05.png,Darken,KADID-10k/images/I60.png,2.4 KADID-10k/images/I60_18_01.png,Mean_Shift,KADID-10k/images/I60.png,4.5 KADID-10k/images/I60_18_02.png,Mean_Shift,KADID-10k/images/I60.png,4.8 KADID-10k/images/I60_18_03.png,Mean_Shift,KADID-10k/images/I60.png,4.65 KADID-10k/images/I60_18_04.png,Mean_Shift,KADID-10k/images/I60.png,4.63 KADID-10k/images/I60_18_05.png,Mean_Shift,KADID-10k/images/I60.png,4.13 KADID-10k/images/I60_19_01.png,Jitter,KADID-10k/images/I60.png,4.5 KADID-10k/images/I60_19_02.png,Jitter,KADID-10k/images/I60.png,3.73 KADID-10k/images/I60_19_03.png,Jitter,KADID-10k/images/I60.png,3.6 KADID-10k/images/I60_19_04.png,Jitter,KADID-10k/images/I60.png,2.13 KADID-10k/images/I60_19_05.png,Jitter,KADID-10k/images/I60.png,1.37 KADID-10k/images/I60_20_01.png,Non-eccentricity_patch,KADID-10k/images/I60.png,4.27 KADID-10k/images/I60_20_02.png,Non-eccentricity_patch,KADID-10k/images/I60.png,3.8 KADID-10k/images/I60_20_03.png,Non-eccentricity_patch,KADID-10k/images/I60.png,3.6 KADID-10k/images/I60_20_04.png,Non-eccentricity_patch,KADID-10k/images/I60.png,3.63 KADID-10k/images/I60_20_05.png,Non-eccentricity_patch,KADID-10k/images/I60.png,3.33 KADID-10k/images/I60_21_01.png,Pixelate,KADID-10k/images/I60.png,3.93 KADID-10k/images/I60_21_02.png,Pixelate,KADID-10k/images/I60.png,3.5 KADID-10k/images/I60_21_03.png,Pixelate,KADID-10k/images/I60.png,3.37 KADID-10k/images/I60_21_04.png,Pixelate,KADID-10k/images/I60.png,3.13 KADID-10k/images/I60_21_05.png,Pixelate,KADID-10k/images/I60.png,1.93 KADID-10k/images/I60_22_01.png,Quantization,KADID-10k/images/I60.png,4.27 KADID-10k/images/I60_22_02.png,Quantization,KADID-10k/images/I60.png,4.2 KADID-10k/images/I60_22_03.png,Quantization,KADID-10k/images/I60.png,3.83 KADID-10k/images/I60_22_04.png,Quantization,KADID-10k/images/I60.png,3.4 KADID-10k/images/I60_22_05.png,Quantization,KADID-10k/images/I60.png,3.17 KADID-10k/images/I60_23_01.png,Color_Block,KADID-10k/images/I60.png,3.03 KADID-10k/images/I60_23_02.png,Color_Block,KADID-10k/images/I60.png,2.81 KADID-10k/images/I60_23_03.png,Color_Block,KADID-10k/images/I60.png,2.3 KADID-10k/images/I60_23_04.png,Color_Block,KADID-10k/images/I60.png,1.8 KADID-10k/images/I60_23_05.png,Color_Block,KADID-10k/images/I60.png,2.13 KADID-10k/images/I60_24_01.png,High_Sharpen,KADID-10k/images/I60.png,3.6 KADID-10k/images/I60_24_02.png,High_Sharpen,KADID-10k/images/I60.png,2.9 KADID-10k/images/I60_24_03.png,High_Sharpen,KADID-10k/images/I60.png,2.13 KADID-10k/images/I60_24_04.png,High_Sharpen,KADID-10k/images/I60.png,1.47 KADID-10k/images/I60_24_05.png,High_Sharpen,KADID-10k/images/I60.png,1.57 KADID-10k/images/I60_25_01.png,Contrast Dist.,KADID-10k/images/I60.png,3.13 KADID-10k/images/I60_25_02.png,Contrast Dist.,KADID-10k/images/I60.png,3.93 KADID-10k/images/I60_25_03.png,Contrast Dist.,KADID-10k/images/I60.png,4.43 KADID-10k/images/I60_25_04.png,Contrast Dist.,KADID-10k/images/I60.png,4.1 KADID-10k/images/I60_25_05.png,Contrast Dist.,KADID-10k/images/I60.png,3.8 KADID-10k/images/I61_01_01.png,GBLUR,KADID-10k/images/I61.png,4.47 KADID-10k/images/I61_01_02.png,GBLUR,KADID-10k/images/I61.png,4.63 KADID-10k/images/I61_01_03.png,GBLUR,KADID-10k/images/I61.png,2.73 KADID-10k/images/I61_01_04.png,GBLUR,KADID-10k/images/I61.png,1.97 KADID-10k/images/I61_01_05.png,GBLUR,KADID-10k/images/I61.png,1.13 KADID-10k/images/I61_02_01.png,Lens_Blur,KADID-10k/images/I61.png,3.67 KADID-10k/images/I61_02_02.png,Lens_Blur,KADID-10k/images/I61.png,2.87 KADID-10k/images/I61_02_03.png,Lens_Blur,KADID-10k/images/I61.png,1.67 KADID-10k/images/I61_02_04.png,Lens_Blur,KADID-10k/images/I61.png,1.27 KADID-10k/images/I61_02_05.png,Lens_Blur,KADID-10k/images/I61.png,1.3 KADID-10k/images/I61_03_01.png,Motion_Blur,KADID-10k/images/I61.png,4.43 KADID-10k/images/I61_03_02.png,Motion_Blur,KADID-10k/images/I61.png,4.03 KADID-10k/images/I61_03_03.png,Motion_Blur,KADID-10k/images/I61.png,2.37 KADID-10k/images/I61_03_04.png,Motion_Blur,KADID-10k/images/I61.png,2 KADID-10k/images/I61_03_05.png,Motion_Blur,KADID-10k/images/I61.png,1.45 KADID-10k/images/I61_04_01.png,Color_Diffusion,KADID-10k/images/I61.png,4.27 KADID-10k/images/I61_04_02.png,Color_Diffusion,KADID-10k/images/I61.png,2.7 KADID-10k/images/I61_04_03.png,Color_Diffusion,KADID-10k/images/I61.png,1.73 KADID-10k/images/I61_04_04.png,Color_Diffusion,KADID-10k/images/I61.png,1.5 KADID-10k/images/I61_04_05.png,Color_Diffusion,KADID-10k/images/I61.png,1.23 KADID-10k/images/I61_05_01.png,Color_Shift,KADID-10k/images/I61.png,4.47 KADID-10k/images/I61_05_02.png,Color_Shift,KADID-10k/images/I61.png,2.17 KADID-10k/images/I61_05_03.png,Color_Shift,KADID-10k/images/I61.png,1.77 KADID-10k/images/I61_05_04.png,Color_Shift,KADID-10k/images/I61.png,1.83 KADID-10k/images/I61_05_05.png,Color_Shift,KADID-10k/images/I61.png,1.63 KADID-10k/images/I61_06_01.png,Color_Quantization,KADID-10k/images/I61.png,4.6 KADID-10k/images/I61_06_02.png,Color_Quantization,KADID-10k/images/I61.png,4.17 KADID-10k/images/I61_06_03.png,Color_Quantization,KADID-10k/images/I61.png,4.33 KADID-10k/images/I61_06_04.png,Color_Quantization,KADID-10k/images/I61.png,3.73 KADID-10k/images/I61_06_05.png,Color_Quantization,KADID-10k/images/I61.png,2.4 KADID-10k/images/I61_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I61.png,2.9 KADID-10k/images/I61_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I61.png,2.47 KADID-10k/images/I61_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I61.png,2.33 KADID-10k/images/I61_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I61.png,2.8 KADID-10k/images/I61_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I61.png,1.87 KADID-10k/images/I61_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I61.png,4.6 KADID-10k/images/I61_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I61.png,3.57 KADID-10k/images/I61_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I61.png,3.1 KADID-10k/images/I61_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I61.png,2.1 KADID-10k/images/I61_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I61.png,1.7 KADID-10k/images/I61_09_01.png,JP2K,KADID-10k/images/I61.png,4.67 KADID-10k/images/I61_09_02.png,JP2K,KADID-10k/images/I61.png,3.4 KADID-10k/images/I61_09_03.png,JP2K,KADID-10k/images/I61.png,3.4 KADID-10k/images/I61_09_04.png,JP2K,KADID-10k/images/I61.png,1.6 KADID-10k/images/I61_09_05.png,JP2K,KADID-10k/images/I61.png,1.23 KADID-10k/images/I61_10_01.png,JPEG,KADID-10k/images/I61.png,4.27 KADID-10k/images/I61_10_02.png,JPEG,KADID-10k/images/I61.png,4.1 KADID-10k/images/I61_10_03.png,JPEG,KADID-10k/images/I61.png,3.63 KADID-10k/images/I61_10_04.png,JPEG,KADID-10k/images/I61.png,1.93 KADID-10k/images/I61_10_05.png,JPEG,KADID-10k/images/I61.png,1.47 KADID-10k/images/I61_11_01.png,AWGN,KADID-10k/images/I61.png,4.17 KADID-10k/images/I61_11_02.png,AWGN,KADID-10k/images/I61.png,3.3 KADID-10k/images/I61_11_03.png,AWGN,KADID-10k/images/I61.png,2.9 KADID-10k/images/I61_11_04.png,AWGN,KADID-10k/images/I61.png,2.6 KADID-10k/images/I61_11_05.png,AWGN,KADID-10k/images/I61.png,2.37 KADID-10k/images/I61_12_01.png,AWGN_YCbCr,KADID-10k/images/I61.png,4.63 KADID-10k/images/I61_12_02.png,AWGN_YCbCr,KADID-10k/images/I61.png,3.83 KADID-10k/images/I61_12_03.png,AWGN_YCbCr,KADID-10k/images/I61.png,3.23 KADID-10k/images/I61_12_04.png,AWGN_YCbCr,KADID-10k/images/I61.png,2.8 KADID-10k/images/I61_12_05.png,AWGN_YCbCr,KADID-10k/images/I61.png,2.63 KADID-10k/images/I61_13_01.png,Impulse_Noise,KADID-10k/images/I61.png,3.87 KADID-10k/images/I61_13_02.png,Impulse_Noise,KADID-10k/images/I61.png,2.83 KADID-10k/images/I61_13_03.png,Impulse_Noise,KADID-10k/images/I61.png,2.73 KADID-10k/images/I61_13_04.png,Impulse_Noise,KADID-10k/images/I61.png,2.47 KADID-10k/images/I61_13_05.png,Impulse_Noise,KADID-10k/images/I61.png,2.1 KADID-10k/images/I61_14_01.png,Multiplicative_Noise,KADID-10k/images/I61.png,4.47 KADID-10k/images/I61_14_02.png,Multiplicative_Noise,KADID-10k/images/I61.png,3.32 KADID-10k/images/I61_14_03.png,Multiplicative_Noise,KADID-10k/images/I61.png,2.67 KADID-10k/images/I61_14_04.png,Multiplicative_Noise,KADID-10k/images/I61.png,2.43 KADID-10k/images/I61_14_05.png,Multiplicative_Noise,KADID-10k/images/I61.png,2.3 KADID-10k/images/I61_15_01.png,Denoising,KADID-10k/images/I61.png,3.6 KADID-10k/images/I61_15_02.png,Denoising,KADID-10k/images/I61.png,3.2 KADID-10k/images/I61_15_03.png,Denoising,KADID-10k/images/I61.png,2.67 KADID-10k/images/I61_15_04.png,Denoising,KADID-10k/images/I61.png,1.8 KADID-10k/images/I61_15_05.png,Denoising,KADID-10k/images/I61.png,1.53 KADID-10k/images/I61_16_01.png,Brighten,KADID-10k/images/I61.png,4.67 KADID-10k/images/I61_16_02.png,Brighten,KADID-10k/images/I61.png,4.3 KADID-10k/images/I61_16_03.png,Brighten,KADID-10k/images/I61.png,3.57 KADID-10k/images/I61_16_04.png,Brighten,KADID-10k/images/I61.png,3 KADID-10k/images/I61_16_05.png,Brighten,KADID-10k/images/I61.png,1.9 KADID-10k/images/I61_17_01.png,Darken,KADID-10k/images/I61.png,4.53 KADID-10k/images/I61_17_02.png,Darken,KADID-10k/images/I61.png,4.5 KADID-10k/images/I61_17_03.png,Darken,KADID-10k/images/I61.png,4.1 KADID-10k/images/I61_17_04.png,Darken,KADID-10k/images/I61.png,2.83 KADID-10k/images/I61_17_05.png,Darken,KADID-10k/images/I61.png,1.93 KADID-10k/images/I61_18_01.png,Mean_Shift,KADID-10k/images/I61.png,4.1 KADID-10k/images/I61_18_02.png,Mean_Shift,KADID-10k/images/I61.png,4.43 KADID-10k/images/I61_18_03.png,Mean_Shift,KADID-10k/images/I61.png,4.7 KADID-10k/images/I61_18_04.png,Mean_Shift,KADID-10k/images/I61.png,4.1 KADID-10k/images/I61_18_05.png,Mean_Shift,KADID-10k/images/I61.png,3.63 KADID-10k/images/I61_19_01.png,Jitter,KADID-10k/images/I61.png,4.48 KADID-10k/images/I61_19_02.png,Jitter,KADID-10k/images/I61.png,3.5 KADID-10k/images/I61_19_03.png,Jitter,KADID-10k/images/I61.png,2.5 KADID-10k/images/I61_19_04.png,Jitter,KADID-10k/images/I61.png,1.57 KADID-10k/images/I61_19_05.png,Jitter,KADID-10k/images/I61.png,1.03 KADID-10k/images/I61_20_01.png,Non-eccentricity_patch,KADID-10k/images/I61.png,4.47 KADID-10k/images/I61_20_02.png,Non-eccentricity_patch,KADID-10k/images/I61.png,4.57 KADID-10k/images/I61_20_03.png,Non-eccentricity_patch,KADID-10k/images/I61.png,4.43 KADID-10k/images/I61_20_04.png,Non-eccentricity_patch,KADID-10k/images/I61.png,4.03 KADID-10k/images/I61_20_05.png,Non-eccentricity_patch,KADID-10k/images/I61.png,4.33 KADID-10k/images/I61_21_01.png,Pixelate,KADID-10k/images/I61.png,4 KADID-10k/images/I61_21_02.png,Pixelate,KADID-10k/images/I61.png,3.27 KADID-10k/images/I61_21_03.png,Pixelate,KADID-10k/images/I61.png,2.63 KADID-10k/images/I61_21_04.png,Pixelate,KADID-10k/images/I61.png,2.27 KADID-10k/images/I61_21_05.png,Pixelate,KADID-10k/images/I61.png,1.13 KADID-10k/images/I61_22_01.png,Quantization,KADID-10k/images/I61.png,4.27 KADID-10k/images/I61_22_02.png,Quantization,KADID-10k/images/I61.png,4.23 KADID-10k/images/I61_22_03.png,Quantization,KADID-10k/images/I61.png,4 KADID-10k/images/I61_22_04.png,Quantization,KADID-10k/images/I61.png,3.1 KADID-10k/images/I61_22_05.png,Quantization,KADID-10k/images/I61.png,2.7 KADID-10k/images/I61_23_01.png,Color_Block,KADID-10k/images/I61.png,2.9 KADID-10k/images/I61_23_02.png,Color_Block,KADID-10k/images/I61.png,2.2 KADID-10k/images/I61_23_03.png,Color_Block,KADID-10k/images/I61.png,2.53 KADID-10k/images/I61_23_04.png,Color_Block,KADID-10k/images/I61.png,2.23 KADID-10k/images/I61_23_05.png,Color_Block,KADID-10k/images/I61.png,2.23 KADID-10k/images/I61_24_01.png,High_Sharpen,KADID-10k/images/I61.png,3.3 KADID-10k/images/I61_24_02.png,High_Sharpen,KADID-10k/images/I61.png,2.3 KADID-10k/images/I61_24_03.png,High_Sharpen,KADID-10k/images/I61.png,1.67 KADID-10k/images/I61_24_04.png,High_Sharpen,KADID-10k/images/I61.png,1.53 KADID-10k/images/I61_24_05.png,High_Sharpen,KADID-10k/images/I61.png,1.27 KADID-10k/images/I61_25_01.png,Contrast Dist.,KADID-10k/images/I61.png,2.67 KADID-10k/images/I61_25_02.png,Contrast Dist.,KADID-10k/images/I61.png,3.67 KADID-10k/images/I61_25_03.png,Contrast Dist.,KADID-10k/images/I61.png,4.17 KADID-10k/images/I61_25_04.png,Contrast Dist.,KADID-10k/images/I61.png,4.33 KADID-10k/images/I61_25_05.png,Contrast Dist.,KADID-10k/images/I61.png,3.53 KADID-10k/images/I62_01_01.png,GBLUR,KADID-10k/images/I62.png,4.63 KADID-10k/images/I62_01_02.png,GBLUR,KADID-10k/images/I62.png,4.03 KADID-10k/images/I62_01_03.png,GBLUR,KADID-10k/images/I62.png,2.6 KADID-10k/images/I62_01_04.png,GBLUR,KADID-10k/images/I62.png,1.87 KADID-10k/images/I62_01_05.png,GBLUR,KADID-10k/images/I62.png,1.43 KADID-10k/images/I62_02_01.png,Lens_Blur,KADID-10k/images/I62.png,3.8 KADID-10k/images/I62_02_02.png,Lens_Blur,KADID-10k/images/I62.png,2.4 KADID-10k/images/I62_02_03.png,Lens_Blur,KADID-10k/images/I62.png,1.8 KADID-10k/images/I62_02_04.png,Lens_Blur,KADID-10k/images/I62.png,1.47 KADID-10k/images/I62_02_05.png,Lens_Blur,KADID-10k/images/I62.png,1.47 KADID-10k/images/I62_03_01.png,Motion_Blur,KADID-10k/images/I62.png,4.27 KADID-10k/images/I62_03_02.png,Motion_Blur,KADID-10k/images/I62.png,3.47 KADID-10k/images/I62_03_03.png,Motion_Blur,KADID-10k/images/I62.png,2.3 KADID-10k/images/I62_03_04.png,Motion_Blur,KADID-10k/images/I62.png,1.8 KADID-10k/images/I62_03_05.png,Motion_Blur,KADID-10k/images/I62.png,1.47 KADID-10k/images/I62_04_01.png,Color_Diffusion,KADID-10k/images/I62.png,4.53 KADID-10k/images/I62_04_02.png,Color_Diffusion,KADID-10k/images/I62.png,2.6 KADID-10k/images/I62_04_03.png,Color_Diffusion,KADID-10k/images/I62.png,2.3 KADID-10k/images/I62_04_04.png,Color_Diffusion,KADID-10k/images/I62.png,2.03 KADID-10k/images/I62_04_05.png,Color_Diffusion,KADID-10k/images/I62.png,1.4 KADID-10k/images/I62_05_01.png,Color_Shift,KADID-10k/images/I62.png,4.5 KADID-10k/images/I62_05_02.png,Color_Shift,KADID-10k/images/I62.png,2.03 KADID-10k/images/I62_05_03.png,Color_Shift,KADID-10k/images/I62.png,1.73 KADID-10k/images/I62_05_04.png,Color_Shift,KADID-10k/images/I62.png,1.63 KADID-10k/images/I62_05_05.png,Color_Shift,KADID-10k/images/I62.png,1.57 KADID-10k/images/I62_06_01.png,Color_Quantization,KADID-10k/images/I62.png,4.17 KADID-10k/images/I62_06_02.png,Color_Quantization,KADID-10k/images/I62.png,4.23 KADID-10k/images/I62_06_03.png,Color_Quantization,KADID-10k/images/I62.png,3.94 KADID-10k/images/I62_06_04.png,Color_Quantization,KADID-10k/images/I62.png,3.3 KADID-10k/images/I62_06_05.png,Color_Quantization,KADID-10k/images/I62.png,2.4 KADID-10k/images/I62_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I62.png,3.1 KADID-10k/images/I62_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I62.png,2.73 KADID-10k/images/I62_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I62.png,2.87 KADID-10k/images/I62_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I62.png,2.6 KADID-10k/images/I62_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I62.png,2.37 KADID-10k/images/I62_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I62.png,4.5 KADID-10k/images/I62_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I62.png,3.37 KADID-10k/images/I62_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I62.png,2.8 KADID-10k/images/I62_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I62.png,1.87 KADID-10k/images/I62_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I62.png,1.8 KADID-10k/images/I62_09_01.png,JP2K,KADID-10k/images/I62.png,4.43 KADID-10k/images/I62_09_02.png,JP2K,KADID-10k/images/I62.png,3.9 KADID-10k/images/I62_09_03.png,JP2K,KADID-10k/images/I62.png,3.23 KADID-10k/images/I62_09_04.png,JP2K,KADID-10k/images/I62.png,1.73 KADID-10k/images/I62_09_05.png,JP2K,KADID-10k/images/I62.png,1.57 KADID-10k/images/I62_10_01.png,JPEG,KADID-10k/images/I62.png,4.23 KADID-10k/images/I62_10_02.png,JPEG,KADID-10k/images/I62.png,4.23 KADID-10k/images/I62_10_03.png,JPEG,KADID-10k/images/I62.png,3.93 KADID-10k/images/I62_10_04.png,JPEG,KADID-10k/images/I62.png,1.77 KADID-10k/images/I62_10_05.png,JPEG,KADID-10k/images/I62.png,1.47 KADID-10k/images/I62_11_01.png,AWGN,KADID-10k/images/I62.png,4.03 KADID-10k/images/I62_11_02.png,AWGN,KADID-10k/images/I62.png,3.5 KADID-10k/images/I62_11_03.png,AWGN,KADID-10k/images/I62.png,2.57 KADID-10k/images/I62_11_04.png,AWGN,KADID-10k/images/I62.png,2.68 KADID-10k/images/I62_11_05.png,AWGN,KADID-10k/images/I62.png,2.27 KADID-10k/images/I62_12_01.png,AWGN_YCbCr,KADID-10k/images/I62.png,4.53 KADID-10k/images/I62_12_02.png,AWGN_YCbCr,KADID-10k/images/I62.png,4.1 KADID-10k/images/I62_12_03.png,AWGN_YCbCr,KADID-10k/images/I62.png,3.03 KADID-10k/images/I62_12_04.png,AWGN_YCbCr,KADID-10k/images/I62.png,2.83 KADID-10k/images/I62_12_05.png,AWGN_YCbCr,KADID-10k/images/I62.png,2.37 KADID-10k/images/I62_13_01.png,Impulse_Noise,KADID-10k/images/I62.png,3.31 KADID-10k/images/I62_13_02.png,Impulse_Noise,KADID-10k/images/I62.png,2.67 KADID-10k/images/I62_13_03.png,Impulse_Noise,KADID-10k/images/I62.png,2.03 KADID-10k/images/I62_13_04.png,Impulse_Noise,KADID-10k/images/I62.png,2.33 KADID-10k/images/I62_13_05.png,Impulse_Noise,KADID-10k/images/I62.png,2.13 KADID-10k/images/I62_14_01.png,Multiplicative_Noise,KADID-10k/images/I62.png,4.37 KADID-10k/images/I62_14_02.png,Multiplicative_Noise,KADID-10k/images/I62.png,3.43 KADID-10k/images/I62_14_03.png,Multiplicative_Noise,KADID-10k/images/I62.png,2.57 KADID-10k/images/I62_14_04.png,Multiplicative_Noise,KADID-10k/images/I62.png,2.47 KADID-10k/images/I62_14_05.png,Multiplicative_Noise,KADID-10k/images/I62.png,2.2 KADID-10k/images/I62_15_01.png,Denoising,KADID-10k/images/I62.png,3.3 KADID-10k/images/I62_15_02.png,Denoising,KADID-10k/images/I62.png,2.2 KADID-10k/images/I62_15_03.png,Denoising,KADID-10k/images/I62.png,2 KADID-10k/images/I62_15_04.png,Denoising,KADID-10k/images/I62.png,1.63 KADID-10k/images/I62_15_05.png,Denoising,KADID-10k/images/I62.png,1.5 KADID-10k/images/I62_16_01.png,Brighten,KADID-10k/images/I62.png,4.2 KADID-10k/images/I62_16_02.png,Brighten,KADID-10k/images/I62.png,4.47 KADID-10k/images/I62_16_03.png,Brighten,KADID-10k/images/I62.png,3.83 KADID-10k/images/I62_16_04.png,Brighten,KADID-10k/images/I62.png,3.1 KADID-10k/images/I62_16_05.png,Brighten,KADID-10k/images/I62.png,2 KADID-10k/images/I62_17_01.png,Darken,KADID-10k/images/I62.png,4.5 KADID-10k/images/I62_17_02.png,Darken,KADID-10k/images/I62.png,4.3 KADID-10k/images/I62_17_03.png,Darken,KADID-10k/images/I62.png,3.93 KADID-10k/images/I62_17_04.png,Darken,KADID-10k/images/I62.png,2.67 KADID-10k/images/I62_17_05.png,Darken,KADID-10k/images/I62.png,1.7 KADID-10k/images/I62_18_01.png,Mean_Shift,KADID-10k/images/I62.png,4.38 KADID-10k/images/I62_18_02.png,Mean_Shift,KADID-10k/images/I62.png,4.43 KADID-10k/images/I62_18_03.png,Mean_Shift,KADID-10k/images/I62.png,4.37 KADID-10k/images/I62_18_04.png,Mean_Shift,KADID-10k/images/I62.png,3.87 KADID-10k/images/I62_18_05.png,Mean_Shift,KADID-10k/images/I62.png,3.07 KADID-10k/images/I62_19_01.png,Jitter,KADID-10k/images/I62.png,4.13 KADID-10k/images/I62_19_02.png,Jitter,KADID-10k/images/I62.png,3.93 KADID-10k/images/I62_19_03.png,Jitter,KADID-10k/images/I62.png,2.93 KADID-10k/images/I62_19_04.png,Jitter,KADID-10k/images/I62.png,1.83 KADID-10k/images/I62_19_05.png,Jitter,KADID-10k/images/I62.png,1.23 KADID-10k/images/I62_20_01.png,Non-eccentricity_patch,KADID-10k/images/I62.png,3.97 KADID-10k/images/I62_20_02.png,Non-eccentricity_patch,KADID-10k/images/I62.png,4.27 KADID-10k/images/I62_20_03.png,Non-eccentricity_patch,KADID-10k/images/I62.png,4.27 KADID-10k/images/I62_20_04.png,Non-eccentricity_patch,KADID-10k/images/I62.png,4.07 KADID-10k/images/I62_20_05.png,Non-eccentricity_patch,KADID-10k/images/I62.png,3.53 KADID-10k/images/I62_21_01.png,Pixelate,KADID-10k/images/I62.png,4.13 KADID-10k/images/I62_21_02.png,Pixelate,KADID-10k/images/I62.png,3.37 KADID-10k/images/I62_21_03.png,Pixelate,KADID-10k/images/I62.png,3.17 KADID-10k/images/I62_21_04.png,Pixelate,KADID-10k/images/I62.png,2.97 KADID-10k/images/I62_21_05.png,Pixelate,KADID-10k/images/I62.png,1.37 KADID-10k/images/I62_22_01.png,Quantization,KADID-10k/images/I62.png,4.4 KADID-10k/images/I62_22_02.png,Quantization,KADID-10k/images/I62.png,4.4 KADID-10k/images/I62_22_03.png,Quantization,KADID-10k/images/I62.png,4.13 KADID-10k/images/I62_22_04.png,Quantization,KADID-10k/images/I62.png,3.73 KADID-10k/images/I62_22_05.png,Quantization,KADID-10k/images/I62.png,2.8 KADID-10k/images/I62_23_01.png,Color_Block,KADID-10k/images/I62.png,2.5 KADID-10k/images/I62_23_02.png,Color_Block,KADID-10k/images/I62.png,2.4 KADID-10k/images/I62_23_03.png,Color_Block,KADID-10k/images/I62.png,1.9 KADID-10k/images/I62_23_04.png,Color_Block,KADID-10k/images/I62.png,2.17 KADID-10k/images/I62_23_05.png,Color_Block,KADID-10k/images/I62.png,1.67 KADID-10k/images/I62_24_01.png,High_Sharpen,KADID-10k/images/I62.png,3.23 KADID-10k/images/I62_24_02.png,High_Sharpen,KADID-10k/images/I62.png,2.6 KADID-10k/images/I62_24_03.png,High_Sharpen,KADID-10k/images/I62.png,2.07 KADID-10k/images/I62_24_04.png,High_Sharpen,KADID-10k/images/I62.png,1.53 KADID-10k/images/I62_24_05.png,High_Sharpen,KADID-10k/images/I62.png,1.27 KADID-10k/images/I62_25_01.png,Contrast Dist.,KADID-10k/images/I62.png,3.17 KADID-10k/images/I62_25_02.png,Contrast Dist.,KADID-10k/images/I62.png,3.13 KADID-10k/images/I62_25_03.png,Contrast Dist.,KADID-10k/images/I62.png,3.93 KADID-10k/images/I62_25_04.png,Contrast Dist.,KADID-10k/images/I62.png,4.03 KADID-10k/images/I62_25_05.png,Contrast Dist.,KADID-10k/images/I62.png,3.4 KADID-10k/images/I63_01_01.png,GBLUR,KADID-10k/images/I63.png,4.67 KADID-10k/images/I63_01_02.png,GBLUR,KADID-10k/images/I63.png,4.43 KADID-10k/images/I63_01_03.png,GBLUR,KADID-10k/images/I63.png,2.6 KADID-10k/images/I63_01_04.png,GBLUR,KADID-10k/images/I63.png,1.87 KADID-10k/images/I63_01_05.png,GBLUR,KADID-10k/images/I63.png,1.3 KADID-10k/images/I63_02_01.png,Lens_Blur,KADID-10k/images/I63.png,3.47 KADID-10k/images/I63_02_02.png,Lens_Blur,KADID-10k/images/I63.png,2.47 KADID-10k/images/I63_02_03.png,Lens_Blur,KADID-10k/images/I63.png,1.57 KADID-10k/images/I63_02_04.png,Lens_Blur,KADID-10k/images/I63.png,1.27 KADID-10k/images/I63_02_05.png,Lens_Blur,KADID-10k/images/I63.png,1.3 KADID-10k/images/I63_03_01.png,Motion_Blur,KADID-10k/images/I63.png,4.5 KADID-10k/images/I63_03_02.png,Motion_Blur,KADID-10k/images/I63.png,3.83 KADID-10k/images/I63_03_03.png,Motion_Blur,KADID-10k/images/I63.png,2.77 KADID-10k/images/I63_03_04.png,Motion_Blur,KADID-10k/images/I63.png,1.83 KADID-10k/images/I63_03_05.png,Motion_Blur,KADID-10k/images/I63.png,1.5 KADID-10k/images/I63_04_01.png,Color_Diffusion,KADID-10k/images/I63.png,4.33 KADID-10k/images/I63_04_02.png,Color_Diffusion,KADID-10k/images/I63.png,2.8 KADID-10k/images/I63_04_03.png,Color_Diffusion,KADID-10k/images/I63.png,1.63 KADID-10k/images/I63_04_04.png,Color_Diffusion,KADID-10k/images/I63.png,1.33 KADID-10k/images/I63_04_05.png,Color_Diffusion,KADID-10k/images/I63.png,1.2 KADID-10k/images/I63_05_01.png,Color_Shift,KADID-10k/images/I63.png,3.77 KADID-10k/images/I63_05_02.png,Color_Shift,KADID-10k/images/I63.png,2.33 KADID-10k/images/I63_05_03.png,Color_Shift,KADID-10k/images/I63.png,1.8 KADID-10k/images/I63_05_04.png,Color_Shift,KADID-10k/images/I63.png,1.53 KADID-10k/images/I63_05_05.png,Color_Shift,KADID-10k/images/I63.png,1.53 KADID-10k/images/I63_06_01.png,Color_Quantization,KADID-10k/images/I63.png,3.63 KADID-10k/images/I63_06_02.png,Color_Quantization,KADID-10k/images/I63.png,3.48 KADID-10k/images/I63_06_03.png,Color_Quantization,KADID-10k/images/I63.png,3.53 KADID-10k/images/I63_06_04.png,Color_Quantization,KADID-10k/images/I63.png,2.83 KADID-10k/images/I63_06_05.png,Color_Quantization,KADID-10k/images/I63.png,1.67 KADID-10k/images/I63_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I63.png,2.9 KADID-10k/images/I63_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I63.png,2.7 KADID-10k/images/I63_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I63.png,2.57 KADID-10k/images/I63_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I63.png,2.43 KADID-10k/images/I63_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I63.png,2.4 KADID-10k/images/I63_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I63.png,4.33 KADID-10k/images/I63_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I63.png,3.7 KADID-10k/images/I63_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I63.png,2.17 KADID-10k/images/I63_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I63.png,1.4 KADID-10k/images/I63_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I63.png,1.57 KADID-10k/images/I63_09_01.png,JP2K,KADID-10k/images/I63.png,4.57 KADID-10k/images/I63_09_02.png,JP2K,KADID-10k/images/I63.png,3.93 KADID-10k/images/I63_09_03.png,JP2K,KADID-10k/images/I63.png,3.43 KADID-10k/images/I63_09_04.png,JP2K,KADID-10k/images/I63.png,2 KADID-10k/images/I63_09_05.png,JP2K,KADID-10k/images/I63.png,1.2 KADID-10k/images/I63_10_01.png,JPEG,KADID-10k/images/I63.png,4.07 KADID-10k/images/I63_10_02.png,JPEG,KADID-10k/images/I63.png,4.3 KADID-10k/images/I63_10_03.png,JPEG,KADID-10k/images/I63.png,3.9 KADID-10k/images/I63_10_04.png,JPEG,KADID-10k/images/I63.png,2.33 KADID-10k/images/I63_10_05.png,JPEG,KADID-10k/images/I63.png,1.7 KADID-10k/images/I63_11_01.png,AWGN,KADID-10k/images/I63.png,3.93 KADID-10k/images/I63_11_02.png,AWGN,KADID-10k/images/I63.png,3.93 KADID-10k/images/I63_11_03.png,AWGN,KADID-10k/images/I63.png,3.3 KADID-10k/images/I63_11_04.png,AWGN,KADID-10k/images/I63.png,3.07 KADID-10k/images/I63_11_05.png,AWGN,KADID-10k/images/I63.png,2.5 KADID-10k/images/I63_12_01.png,AWGN_YCbCr,KADID-10k/images/I63.png,4.6 KADID-10k/images/I63_12_02.png,AWGN_YCbCr,KADID-10k/images/I63.png,3.77 KADID-10k/images/I63_12_03.png,AWGN_YCbCr,KADID-10k/images/I63.png,3.57 KADID-10k/images/I63_12_04.png,AWGN_YCbCr,KADID-10k/images/I63.png,2.87 KADID-10k/images/I63_12_05.png,AWGN_YCbCr,KADID-10k/images/I63.png,2.47 KADID-10k/images/I63_13_01.png,Impulse_Noise,KADID-10k/images/I63.png,3.97 KADID-10k/images/I63_13_02.png,Impulse_Noise,KADID-10k/images/I63.png,3.1 KADID-10k/images/I63_13_03.png,Impulse_Noise,KADID-10k/images/I63.png,2.45 KADID-10k/images/I63_13_04.png,Impulse_Noise,KADID-10k/images/I63.png,2.57 KADID-10k/images/I63_13_05.png,Impulse_Noise,KADID-10k/images/I63.png,2.4 KADID-10k/images/I63_14_01.png,Multiplicative_Noise,KADID-10k/images/I63.png,4.61 KADID-10k/images/I63_14_02.png,Multiplicative_Noise,KADID-10k/images/I63.png,3.83 KADID-10k/images/I63_14_03.png,Multiplicative_Noise,KADID-10k/images/I63.png,3.43 KADID-10k/images/I63_14_04.png,Multiplicative_Noise,KADID-10k/images/I63.png,2.83 KADID-10k/images/I63_14_05.png,Multiplicative_Noise,KADID-10k/images/I63.png,2.33 KADID-10k/images/I63_15_01.png,Denoising,KADID-10k/images/I63.png,3.93 KADID-10k/images/I63_15_02.png,Denoising,KADID-10k/images/I63.png,3.17 KADID-10k/images/I63_15_03.png,Denoising,KADID-10k/images/I63.png,2.63 KADID-10k/images/I63_15_04.png,Denoising,KADID-10k/images/I63.png,1.67 KADID-10k/images/I63_15_05.png,Denoising,KADID-10k/images/I63.png,1.37 KADID-10k/images/I63_16_01.png,Brighten,KADID-10k/images/I63.png,4.53 KADID-10k/images/I63_16_02.png,Brighten,KADID-10k/images/I63.png,4.2 KADID-10k/images/I63_16_03.png,Brighten,KADID-10k/images/I63.png,3.77 KADID-10k/images/I63_16_04.png,Brighten,KADID-10k/images/I63.png,3.1 KADID-10k/images/I63_16_05.png,Brighten,KADID-10k/images/I63.png,2.43 KADID-10k/images/I63_17_01.png,Darken,KADID-10k/images/I63.png,4.6 KADID-10k/images/I63_17_02.png,Darken,KADID-10k/images/I63.png,4.57 KADID-10k/images/I63_17_03.png,Darken,KADID-10k/images/I63.png,4.27 KADID-10k/images/I63_17_04.png,Darken,KADID-10k/images/I63.png,3.3 KADID-10k/images/I63_17_05.png,Darken,KADID-10k/images/I63.png,1.83 KADID-10k/images/I63_18_01.png,Mean_Shift,KADID-10k/images/I63.png,4.43 KADID-10k/images/I63_18_02.png,Mean_Shift,KADID-10k/images/I63.png,4.67 KADID-10k/images/I63_18_03.png,Mean_Shift,KADID-10k/images/I63.png,4.53 KADID-10k/images/I63_18_04.png,Mean_Shift,KADID-10k/images/I63.png,4.4 KADID-10k/images/I63_18_05.png,Mean_Shift,KADID-10k/images/I63.png,3.53 KADID-10k/images/I63_19_01.png,Jitter,KADID-10k/images/I63.png,4.37 KADID-10k/images/I63_19_02.png,Jitter,KADID-10k/images/I63.png,3.9 KADID-10k/images/I63_19_03.png,Jitter,KADID-10k/images/I63.png,2.77 KADID-10k/images/I63_19_04.png,Jitter,KADID-10k/images/I63.png,1.37 KADID-10k/images/I63_19_05.png,Jitter,KADID-10k/images/I63.png,1.13 KADID-10k/images/I63_20_01.png,Non-eccentricity_patch,KADID-10k/images/I63.png,4.67 KADID-10k/images/I63_20_02.png,Non-eccentricity_patch,KADID-10k/images/I63.png,4.47 KADID-10k/images/I63_20_03.png,Non-eccentricity_patch,KADID-10k/images/I63.png,4 KADID-10k/images/I63_20_04.png,Non-eccentricity_patch,KADID-10k/images/I63.png,3.03 KADID-10k/images/I63_20_05.png,Non-eccentricity_patch,KADID-10k/images/I63.png,3.9 KADID-10k/images/I63_21_01.png,Pixelate,KADID-10k/images/I63.png,3.93 KADID-10k/images/I63_21_02.png,Pixelate,KADID-10k/images/I63.png,2.77 KADID-10k/images/I63_21_03.png,Pixelate,KADID-10k/images/I63.png,2.6 KADID-10k/images/I63_21_04.png,Pixelate,KADID-10k/images/I63.png,2.5 KADID-10k/images/I63_21_05.png,Pixelate,KADID-10k/images/I63.png,1.3 KADID-10k/images/I63_22_01.png,Quantization,KADID-10k/images/I63.png,4.67 KADID-10k/images/I63_22_02.png,Quantization,KADID-10k/images/I63.png,4.47 KADID-10k/images/I63_22_03.png,Quantization,KADID-10k/images/I63.png,4.3 KADID-10k/images/I63_22_04.png,Quantization,KADID-10k/images/I63.png,3.83 KADID-10k/images/I63_22_05.png,Quantization,KADID-10k/images/I63.png,3.23 KADID-10k/images/I63_23_01.png,Color_Block,KADID-10k/images/I63.png,3.6 KADID-10k/images/I63_23_02.png,Color_Block,KADID-10k/images/I63.png,2.5 KADID-10k/images/I63_23_03.png,Color_Block,KADID-10k/images/I63.png,2.1 KADID-10k/images/I63_23_04.png,Color_Block,KADID-10k/images/I63.png,2.4 KADID-10k/images/I63_23_05.png,Color_Block,KADID-10k/images/I63.png,1.97 KADID-10k/images/I63_24_01.png,High_Sharpen,KADID-10k/images/I63.png,3.37 KADID-10k/images/I63_24_02.png,High_Sharpen,KADID-10k/images/I63.png,2.67 KADID-10k/images/I63_24_03.png,High_Sharpen,KADID-10k/images/I63.png,2.23 KADID-10k/images/I63_24_04.png,High_Sharpen,KADID-10k/images/I63.png,1.33 KADID-10k/images/I63_24_05.png,High_Sharpen,KADID-10k/images/I63.png,1.5 KADID-10k/images/I63_25_01.png,Contrast Dist.,KADID-10k/images/I63.png,3.3 KADID-10k/images/I63_25_02.png,Contrast Dist.,KADID-10k/images/I63.png,3.7 KADID-10k/images/I63_25_03.png,Contrast Dist.,KADID-10k/images/I63.png,4.23 KADID-10k/images/I63_25_04.png,Contrast Dist.,KADID-10k/images/I63.png,3.97 KADID-10k/images/I63_25_05.png,Contrast Dist.,KADID-10k/images/I63.png,3.59 KADID-10k/images/I64_01_01.png,GBLUR,KADID-10k/images/I64.png,4.67 KADID-10k/images/I64_01_02.png,GBLUR,KADID-10k/images/I64.png,4.4 KADID-10k/images/I64_01_03.png,GBLUR,KADID-10k/images/I64.png,3.23 KADID-10k/images/I64_01_04.png,GBLUR,KADID-10k/images/I64.png,1.83 KADID-10k/images/I64_01_05.png,GBLUR,KADID-10k/images/I64.png,1.23 KADID-10k/images/I64_02_01.png,Lens_Blur,KADID-10k/images/I64.png,4.13 KADID-10k/images/I64_02_02.png,Lens_Blur,KADID-10k/images/I64.png,2.5 KADID-10k/images/I64_02_03.png,Lens_Blur,KADID-10k/images/I64.png,1.55 KADID-10k/images/I64_02_04.png,Lens_Blur,KADID-10k/images/I64.png,1.53 KADID-10k/images/I64_02_05.png,Lens_Blur,KADID-10k/images/I64.png,1.43 KADID-10k/images/I64_03_01.png,Motion_Blur,KADID-10k/images/I64.png,4.67 KADID-10k/images/I64_03_02.png,Motion_Blur,KADID-10k/images/I64.png,4.07 KADID-10k/images/I64_03_03.png,Motion_Blur,KADID-10k/images/I64.png,2.9 KADID-10k/images/I64_03_04.png,Motion_Blur,KADID-10k/images/I64.png,2.17 KADID-10k/images/I64_03_05.png,Motion_Blur,KADID-10k/images/I64.png,1.77 KADID-10k/images/I64_04_01.png,Color_Diffusion,KADID-10k/images/I64.png,4.32 KADID-10k/images/I64_04_02.png,Color_Diffusion,KADID-10k/images/I64.png,3.37 KADID-10k/images/I64_04_03.png,Color_Diffusion,KADID-10k/images/I64.png,2.07 KADID-10k/images/I64_04_04.png,Color_Diffusion,KADID-10k/images/I64.png,1.63 KADID-10k/images/I64_04_05.png,Color_Diffusion,KADID-10k/images/I64.png,1.4 KADID-10k/images/I64_05_01.png,Color_Shift,KADID-10k/images/I64.png,4.5 KADID-10k/images/I64_05_02.png,Color_Shift,KADID-10k/images/I64.png,2.4 KADID-10k/images/I64_05_03.png,Color_Shift,KADID-10k/images/I64.png,1.57 KADID-10k/images/I64_05_04.png,Color_Shift,KADID-10k/images/I64.png,1.6 KADID-10k/images/I64_05_05.png,Color_Shift,KADID-10k/images/I64.png,1.53 KADID-10k/images/I64_06_01.png,Color_Quantization,KADID-10k/images/I64.png,3.8 KADID-10k/images/I64_06_02.png,Color_Quantization,KADID-10k/images/I64.png,3.97 KADID-10k/images/I64_06_03.png,Color_Quantization,KADID-10k/images/I64.png,3.65 KADID-10k/images/I64_06_04.png,Color_Quantization,KADID-10k/images/I64.png,3.2 KADID-10k/images/I64_06_05.png,Color_Quantization,KADID-10k/images/I64.png,2.67 KADID-10k/images/I64_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I64.png,2.87 KADID-10k/images/I64_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I64.png,2.53 KADID-10k/images/I64_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I64.png,1.9 KADID-10k/images/I64_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I64.png,2.3 KADID-10k/images/I64_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I64.png,2.03 KADID-10k/images/I64_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I64.png,4.4 KADID-10k/images/I64_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I64.png,4.03 KADID-10k/images/I64_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I64.png,3.07 KADID-10k/images/I64_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I64.png,2.07 KADID-10k/images/I64_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I64.png,1.73 KADID-10k/images/I64_09_01.png,JP2K,KADID-10k/images/I64.png,4.33 KADID-10k/images/I64_09_02.png,JP2K,KADID-10k/images/I64.png,4.1 KADID-10k/images/I64_09_03.png,JP2K,KADID-10k/images/I64.png,3.67 KADID-10k/images/I64_09_04.png,JP2K,KADID-10k/images/I64.png,2.1 KADID-10k/images/I64_09_05.png,JP2K,KADID-10k/images/I64.png,1.33 KADID-10k/images/I64_10_01.png,JPEG,KADID-10k/images/I64.png,4.23 KADID-10k/images/I64_10_02.png,JPEG,KADID-10k/images/I64.png,3.93 KADID-10k/images/I64_10_03.png,JPEG,KADID-10k/images/I64.png,3.97 KADID-10k/images/I64_10_04.png,JPEG,KADID-10k/images/I64.png,2.13 KADID-10k/images/I64_10_05.png,JPEG,KADID-10k/images/I64.png,1.4 KADID-10k/images/I64_11_01.png,AWGN,KADID-10k/images/I64.png,3.74 KADID-10k/images/I64_11_02.png,AWGN,KADID-10k/images/I64.png,3.37 KADID-10k/images/I64_11_03.png,AWGN,KADID-10k/images/I64.png,2.87 KADID-10k/images/I64_11_04.png,AWGN,KADID-10k/images/I64.png,2.8 KADID-10k/images/I64_11_05.png,AWGN,KADID-10k/images/I64.png,2.63 KADID-10k/images/I64_12_01.png,AWGN_YCbCr,KADID-10k/images/I64.png,4.47 KADID-10k/images/I64_12_02.png,AWGN_YCbCr,KADID-10k/images/I64.png,4.1 KADID-10k/images/I64_12_03.png,AWGN_YCbCr,KADID-10k/images/I64.png,3.34 KADID-10k/images/I64_12_04.png,AWGN_YCbCr,KADID-10k/images/I64.png,2.84 KADID-10k/images/I64_12_05.png,AWGN_YCbCr,KADID-10k/images/I64.png,2.6 KADID-10k/images/I64_13_01.png,Impulse_Noise,KADID-10k/images/I64.png,3.73 KADID-10k/images/I64_13_02.png,Impulse_Noise,KADID-10k/images/I64.png,3.37 KADID-10k/images/I64_13_03.png,Impulse_Noise,KADID-10k/images/I64.png,2.9 KADID-10k/images/I64_13_04.png,Impulse_Noise,KADID-10k/images/I64.png,2.53 KADID-10k/images/I64_13_05.png,Impulse_Noise,KADID-10k/images/I64.png,2.22 KADID-10k/images/I64_14_01.png,Multiplicative_Noise,KADID-10k/images/I64.png,4.47 KADID-10k/images/I64_14_02.png,Multiplicative_Noise,KADID-10k/images/I64.png,3.83 KADID-10k/images/I64_14_03.png,Multiplicative_Noise,KADID-10k/images/I64.png,3.33 KADID-10k/images/I64_14_04.png,Multiplicative_Noise,KADID-10k/images/I64.png,2.53 KADID-10k/images/I64_14_05.png,Multiplicative_Noise,KADID-10k/images/I64.png,2.2 KADID-10k/images/I64_15_01.png,Denoising,KADID-10k/images/I64.png,3.8 KADID-10k/images/I64_15_02.png,Denoising,KADID-10k/images/I64.png,3.13 KADID-10k/images/I64_15_03.png,Denoising,KADID-10k/images/I64.png,2.63 KADID-10k/images/I64_15_04.png,Denoising,KADID-10k/images/I64.png,1.47 KADID-10k/images/I64_15_05.png,Denoising,KADID-10k/images/I64.png,1.47 KADID-10k/images/I64_16_01.png,Brighten,KADID-10k/images/I64.png,4.43 KADID-10k/images/I64_16_02.png,Brighten,KADID-10k/images/I64.png,4.3 KADID-10k/images/I64_16_03.png,Brighten,KADID-10k/images/I64.png,3.57 KADID-10k/images/I64_16_04.png,Brighten,KADID-10k/images/I64.png,2.63 KADID-10k/images/I64_16_05.png,Brighten,KADID-10k/images/I64.png,1.53 KADID-10k/images/I64_17_01.png,Darken,KADID-10k/images/I64.png,4.53 KADID-10k/images/I64_17_02.png,Darken,KADID-10k/images/I64.png,4.57 KADID-10k/images/I64_17_03.png,Darken,KADID-10k/images/I64.png,4.27 KADID-10k/images/I64_17_04.png,Darken,KADID-10k/images/I64.png,3.8 KADID-10k/images/I64_17_05.png,Darken,KADID-10k/images/I64.png,1.93 KADID-10k/images/I64_18_01.png,Mean_Shift,KADID-10k/images/I64.png,4.3 KADID-10k/images/I64_18_02.png,Mean_Shift,KADID-10k/images/I64.png,4.53 KADID-10k/images/I64_18_03.png,Mean_Shift,KADID-10k/images/I64.png,4.67 KADID-10k/images/I64_18_04.png,Mean_Shift,KADID-10k/images/I64.png,4.67 KADID-10k/images/I64_18_05.png,Mean_Shift,KADID-10k/images/I64.png,3.97 KADID-10k/images/I64_19_01.png,Jitter,KADID-10k/images/I64.png,4.27 KADID-10k/images/I64_19_02.png,Jitter,KADID-10k/images/I64.png,3.8 KADID-10k/images/I64_19_03.png,Jitter,KADID-10k/images/I64.png,2.43 KADID-10k/images/I64_19_04.png,Jitter,KADID-10k/images/I64.png,1.32 KADID-10k/images/I64_19_05.png,Jitter,KADID-10k/images/I64.png,1.27 KADID-10k/images/I64_20_01.png,Non-eccentricity_patch,KADID-10k/images/I64.png,4.33 KADID-10k/images/I64_20_02.png,Non-eccentricity_patch,KADID-10k/images/I64.png,4.37 KADID-10k/images/I64_20_03.png,Non-eccentricity_patch,KADID-10k/images/I64.png,3.93 KADID-10k/images/I64_20_04.png,Non-eccentricity_patch,KADID-10k/images/I64.png,3.9 KADID-10k/images/I64_20_05.png,Non-eccentricity_patch,KADID-10k/images/I64.png,3.53 KADID-10k/images/I64_21_01.png,Pixelate,KADID-10k/images/I64.png,2.93 KADID-10k/images/I64_21_02.png,Pixelate,KADID-10k/images/I64.png,2.39 KADID-10k/images/I64_21_03.png,Pixelate,KADID-10k/images/I64.png,2.7 KADID-10k/images/I64_21_04.png,Pixelate,KADID-10k/images/I64.png,2.07 KADID-10k/images/I64_21_05.png,Pixelate,KADID-10k/images/I64.png,1.1 KADID-10k/images/I64_22_01.png,Quantization,KADID-10k/images/I64.png,4.37 KADID-10k/images/I64_22_02.png,Quantization,KADID-10k/images/I64.png,4.33 KADID-10k/images/I64_22_03.png,Quantization,KADID-10k/images/I64.png,4.07 KADID-10k/images/I64_22_04.png,Quantization,KADID-10k/images/I64.png,3.7 KADID-10k/images/I64_22_05.png,Quantization,KADID-10k/images/I64.png,3.07 KADID-10k/images/I64_23_01.png,Color_Block,KADID-10k/images/I64.png,3.17 KADID-10k/images/I64_23_02.png,Color_Block,KADID-10k/images/I64.png,2.37 KADID-10k/images/I64_23_03.png,Color_Block,KADID-10k/images/I64.png,2.43 KADID-10k/images/I64_23_04.png,Color_Block,KADID-10k/images/I64.png,2 KADID-10k/images/I64_23_05.png,Color_Block,KADID-10k/images/I64.png,2.43 KADID-10k/images/I64_24_01.png,High_Sharpen,KADID-10k/images/I64.png,3.63 KADID-10k/images/I64_24_02.png,High_Sharpen,KADID-10k/images/I64.png,2.63 KADID-10k/images/I64_24_03.png,High_Sharpen,KADID-10k/images/I64.png,2.57 KADID-10k/images/I64_24_04.png,High_Sharpen,KADID-10k/images/I64.png,1.8 KADID-10k/images/I64_24_05.png,High_Sharpen,KADID-10k/images/I64.png,1.33 KADID-10k/images/I64_25_01.png,Contrast Dist.,KADID-10k/images/I64.png,3.83 KADID-10k/images/I64_25_02.png,Contrast Dist.,KADID-10k/images/I64.png,4.2 KADID-10k/images/I64_25_03.png,Contrast Dist.,KADID-10k/images/I64.png,4.4 KADID-10k/images/I64_25_04.png,Contrast Dist.,KADID-10k/images/I64.png,4.23 KADID-10k/images/I64_25_05.png,Contrast Dist.,KADID-10k/images/I64.png,3.5 KADID-10k/images/I65_01_01.png,GBLUR,KADID-10k/images/I65.png,4.77 KADID-10k/images/I65_01_02.png,GBLUR,KADID-10k/images/I65.png,4.4 KADID-10k/images/I65_01_03.png,GBLUR,KADID-10k/images/I65.png,2.6 KADID-10k/images/I65_01_04.png,GBLUR,KADID-10k/images/I65.png,1.9 KADID-10k/images/I65_01_05.png,GBLUR,KADID-10k/images/I65.png,1.33 KADID-10k/images/I65_02_01.png,Lens_Blur,KADID-10k/images/I65.png,3.53 KADID-10k/images/I65_02_02.png,Lens_Blur,KADID-10k/images/I65.png,2.17 KADID-10k/images/I65_02_03.png,Lens_Blur,KADID-10k/images/I65.png,1.67 KADID-10k/images/I65_02_04.png,Lens_Blur,KADID-10k/images/I65.png,1.4 KADID-10k/images/I65_02_05.png,Lens_Blur,KADID-10k/images/I65.png,1.13 KADID-10k/images/I65_03_01.png,Motion_Blur,KADID-10k/images/I65.png,4.7 KADID-10k/images/I65_03_02.png,Motion_Blur,KADID-10k/images/I65.png,4 KADID-10k/images/I65_03_03.png,Motion_Blur,KADID-10k/images/I65.png,2.6 KADID-10k/images/I65_03_04.png,Motion_Blur,KADID-10k/images/I65.png,1.87 KADID-10k/images/I65_03_05.png,Motion_Blur,KADID-10k/images/I65.png,1.5 KADID-10k/images/I65_04_01.png,Color_Diffusion,KADID-10k/images/I65.png,4.7 KADID-10k/images/I65_04_02.png,Color_Diffusion,KADID-10k/images/I65.png,3.2 KADID-10k/images/I65_04_03.png,Color_Diffusion,KADID-10k/images/I65.png,1.83 KADID-10k/images/I65_04_04.png,Color_Diffusion,KADID-10k/images/I65.png,2.5 KADID-10k/images/I65_04_05.png,Color_Diffusion,KADID-10k/images/I65.png,1.4 KADID-10k/images/I65_05_01.png,Color_Shift,KADID-10k/images/I65.png,3.77 KADID-10k/images/I65_05_02.png,Color_Shift,KADID-10k/images/I65.png,2.3 KADID-10k/images/I65_05_03.png,Color_Shift,KADID-10k/images/I65.png,1.97 KADID-10k/images/I65_05_04.png,Color_Shift,KADID-10k/images/I65.png,1.97 KADID-10k/images/I65_05_05.png,Color_Shift,KADID-10k/images/I65.png,1.73 KADID-10k/images/I65_06_01.png,Color_Quantization,KADID-10k/images/I65.png,4.2 KADID-10k/images/I65_06_02.png,Color_Quantization,KADID-10k/images/I65.png,4 KADID-10k/images/I65_06_03.png,Color_Quantization,KADID-10k/images/I65.png,3.52 KADID-10k/images/I65_06_04.png,Color_Quantization,KADID-10k/images/I65.png,3 KADID-10k/images/I65_06_05.png,Color_Quantization,KADID-10k/images/I65.png,2.53 KADID-10k/images/I65_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I65.png,3.33 KADID-10k/images/I65_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I65.png,2.13 KADID-10k/images/I65_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I65.png,2.33 KADID-10k/images/I65_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I65.png,2.6 KADID-10k/images/I65_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I65.png,2.13 KADID-10k/images/I65_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I65.png,4.83 KADID-10k/images/I65_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I65.png,3.6 KADID-10k/images/I65_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I65.png,2.93 KADID-10k/images/I65_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I65.png,2.17 KADID-10k/images/I65_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I65.png,1.63 KADID-10k/images/I65_09_01.png,JP2K,KADID-10k/images/I65.png,4.5 KADID-10k/images/I65_09_02.png,JP2K,KADID-10k/images/I65.png,4.4 KADID-10k/images/I65_09_03.png,JP2K,KADID-10k/images/I65.png,3.4 KADID-10k/images/I65_09_04.png,JP2K,KADID-10k/images/I65.png,1.9 KADID-10k/images/I65_09_05.png,JP2K,KADID-10k/images/I65.png,1.3 KADID-10k/images/I65_10_01.png,JPEG,KADID-10k/images/I65.png,4.43 KADID-10k/images/I65_10_02.png,JPEG,KADID-10k/images/I65.png,4.4 KADID-10k/images/I65_10_03.png,JPEG,KADID-10k/images/I65.png,3.77 KADID-10k/images/I65_10_04.png,JPEG,KADID-10k/images/I65.png,1.53 KADID-10k/images/I65_10_05.png,JPEG,KADID-10k/images/I65.png,1.23 KADID-10k/images/I65_11_01.png,AWGN,KADID-10k/images/I65.png,3.5 KADID-10k/images/I65_11_02.png,AWGN,KADID-10k/images/I65.png,3.17 KADID-10k/images/I65_11_03.png,AWGN,KADID-10k/images/I65.png,2.73 KADID-10k/images/I65_11_04.png,AWGN,KADID-10k/images/I65.png,2.33 KADID-10k/images/I65_11_05.png,AWGN,KADID-10k/images/I65.png,2.3 KADID-10k/images/I65_12_01.png,AWGN_YCbCr,KADID-10k/images/I65.png,4.5 KADID-10k/images/I65_12_02.png,AWGN_YCbCr,KADID-10k/images/I65.png,3.47 KADID-10k/images/I65_12_03.png,AWGN_YCbCr,KADID-10k/images/I65.png,2.87 KADID-10k/images/I65_12_04.png,AWGN_YCbCr,KADID-10k/images/I65.png,2.5 KADID-10k/images/I65_12_05.png,AWGN_YCbCr,KADID-10k/images/I65.png,1.9 KADID-10k/images/I65_13_01.png,Impulse_Noise,KADID-10k/images/I65.png,3.33 KADID-10k/images/I65_13_02.png,Impulse_Noise,KADID-10k/images/I65.png,3.07 KADID-10k/images/I65_13_03.png,Impulse_Noise,KADID-10k/images/I65.png,2.43 KADID-10k/images/I65_13_04.png,Impulse_Noise,KADID-10k/images/I65.png,1.83 KADID-10k/images/I65_13_05.png,Impulse_Noise,KADID-10k/images/I65.png,2.3 KADID-10k/images/I65_14_01.png,Multiplicative_Noise,KADID-10k/images/I65.png,4 KADID-10k/images/I65_14_02.png,Multiplicative_Noise,KADID-10k/images/I65.png,3.07 KADID-10k/images/I65_14_03.png,Multiplicative_Noise,KADID-10k/images/I65.png,2.63 KADID-10k/images/I65_14_04.png,Multiplicative_Noise,KADID-10k/images/I65.png,2.23 KADID-10k/images/I65_14_05.png,Multiplicative_Noise,KADID-10k/images/I65.png,1.97 KADID-10k/images/I65_15_01.png,Denoising,KADID-10k/images/I65.png,3.63 KADID-10k/images/I65_15_02.png,Denoising,KADID-10k/images/I65.png,2.43 KADID-10k/images/I65_15_03.png,Denoising,KADID-10k/images/I65.png,2.1 KADID-10k/images/I65_15_04.png,Denoising,KADID-10k/images/I65.png,1.43 KADID-10k/images/I65_15_05.png,Denoising,KADID-10k/images/I65.png,1.47 KADID-10k/images/I65_16_01.png,Brighten,KADID-10k/images/I65.png,4.67 KADID-10k/images/I65_16_02.png,Brighten,KADID-10k/images/I65.png,4.33 KADID-10k/images/I65_16_03.png,Brighten,KADID-10k/images/I65.png,3.77 KADID-10k/images/I65_16_04.png,Brighten,KADID-10k/images/I65.png,3 KADID-10k/images/I65_16_05.png,Brighten,KADID-10k/images/I65.png,1.71 KADID-10k/images/I65_17_01.png,Darken,KADID-10k/images/I65.png,4.63 KADID-10k/images/I65_17_02.png,Darken,KADID-10k/images/I65.png,4.47 KADID-10k/images/I65_17_03.png,Darken,KADID-10k/images/I65.png,4.67 KADID-10k/images/I65_17_04.png,Darken,KADID-10k/images/I65.png,3.6 KADID-10k/images/I65_17_05.png,Darken,KADID-10k/images/I65.png,2.57 KADID-10k/images/I65_18_01.png,Mean_Shift,KADID-10k/images/I65.png,4.33 KADID-10k/images/I65_18_02.png,Mean_Shift,KADID-10k/images/I65.png,4.7 KADID-10k/images/I65_18_03.png,Mean_Shift,KADID-10k/images/I65.png,4.5 KADID-10k/images/I65_18_04.png,Mean_Shift,KADID-10k/images/I65.png,4.47 KADID-10k/images/I65_18_05.png,Mean_Shift,KADID-10k/images/I65.png,3.97 KADID-10k/images/I65_19_01.png,Jitter,KADID-10k/images/I65.png,4.57 KADID-10k/images/I65_19_02.png,Jitter,KADID-10k/images/I65.png,3.93 KADID-10k/images/I65_19_03.png,Jitter,KADID-10k/images/I65.png,2.5 KADID-10k/images/I65_19_04.png,Jitter,KADID-10k/images/I65.png,1.6 KADID-10k/images/I65_19_05.png,Jitter,KADID-10k/images/I65.png,1.27 KADID-10k/images/I65_20_01.png,Non-eccentricity_patch,KADID-10k/images/I65.png,4.6 KADID-10k/images/I65_20_02.png,Non-eccentricity_patch,KADID-10k/images/I65.png,4.3 KADID-10k/images/I65_20_03.png,Non-eccentricity_patch,KADID-10k/images/I65.png,4.2 KADID-10k/images/I65_20_04.png,Non-eccentricity_patch,KADID-10k/images/I65.png,4.3 KADID-10k/images/I65_20_05.png,Non-eccentricity_patch,KADID-10k/images/I65.png,3.2 KADID-10k/images/I65_21_01.png,Pixelate,KADID-10k/images/I65.png,3.9 KADID-10k/images/I65_21_02.png,Pixelate,KADID-10k/images/I65.png,2.83 KADID-10k/images/I65_21_03.png,Pixelate,KADID-10k/images/I65.png,2.77 KADID-10k/images/I65_21_04.png,Pixelate,KADID-10k/images/I65.png,2.33 KADID-10k/images/I65_21_05.png,Pixelate,KADID-10k/images/I65.png,1.27 KADID-10k/images/I65_22_01.png,Quantization,KADID-10k/images/I65.png,4.5 KADID-10k/images/I65_22_02.png,Quantization,KADID-10k/images/I65.png,3.53 KADID-10k/images/I65_22_03.png,Quantization,KADID-10k/images/I65.png,3.2 KADID-10k/images/I65_22_04.png,Quantization,KADID-10k/images/I65.png,2.83 KADID-10k/images/I65_22_05.png,Quantization,KADID-10k/images/I65.png,2.17 KADID-10k/images/I65_23_01.png,Color_Block,KADID-10k/images/I65.png,2.97 KADID-10k/images/I65_23_02.png,Color_Block,KADID-10k/images/I65.png,3.47 KADID-10k/images/I65_23_03.png,Color_Block,KADID-10k/images/I65.png,3.03 KADID-10k/images/I65_23_04.png,Color_Block,KADID-10k/images/I65.png,2.2 KADID-10k/images/I65_23_05.png,Color_Block,KADID-10k/images/I65.png,1.9 KADID-10k/images/I65_24_01.png,High_Sharpen,KADID-10k/images/I65.png,3.67 KADID-10k/images/I65_24_02.png,High_Sharpen,KADID-10k/images/I65.png,2.97 KADID-10k/images/I65_24_03.png,High_Sharpen,KADID-10k/images/I65.png,2.07 KADID-10k/images/I65_24_04.png,High_Sharpen,KADID-10k/images/I65.png,2 KADID-10k/images/I65_24_05.png,High_Sharpen,KADID-10k/images/I65.png,1.37 KADID-10k/images/I65_25_01.png,Contrast Dist.,KADID-10k/images/I65.png,3.87 KADID-10k/images/I65_25_02.png,Contrast Dist.,KADID-10k/images/I65.png,4.07 KADID-10k/images/I65_25_03.png,Contrast Dist.,KADID-10k/images/I65.png,4.43 KADID-10k/images/I65_25_04.png,Contrast Dist.,KADID-10k/images/I65.png,4.47 KADID-10k/images/I65_25_05.png,Contrast Dist.,KADID-10k/images/I65.png,3.57 KADID-10k/images/I66_01_01.png,GBLUR,KADID-10k/images/I66.png,4.63 KADID-10k/images/I66_01_02.png,GBLUR,KADID-10k/images/I66.png,4.48 KADID-10k/images/I66_01_03.png,GBLUR,KADID-10k/images/I66.png,2.97 KADID-10k/images/I66_01_04.png,GBLUR,KADID-10k/images/I66.png,1.73 KADID-10k/images/I66_01_05.png,GBLUR,KADID-10k/images/I66.png,1.4 KADID-10k/images/I66_02_01.png,Lens_Blur,KADID-10k/images/I66.png,3.8 KADID-10k/images/I66_02_02.png,Lens_Blur,KADID-10k/images/I66.png,2.83 KADID-10k/images/I66_02_03.png,Lens_Blur,KADID-10k/images/I66.png,1.8 KADID-10k/images/I66_02_04.png,Lens_Blur,KADID-10k/images/I66.png,1.53 KADID-10k/images/I66_02_05.png,Lens_Blur,KADID-10k/images/I66.png,1.37 KADID-10k/images/I66_03_01.png,Motion_Blur,KADID-10k/images/I66.png,4.63 KADID-10k/images/I66_03_02.png,Motion_Blur,KADID-10k/images/I66.png,4.1 KADID-10k/images/I66_03_03.png,Motion_Blur,KADID-10k/images/I66.png,2.83 KADID-10k/images/I66_03_04.png,Motion_Blur,KADID-10k/images/I66.png,2.23 KADID-10k/images/I66_03_05.png,Motion_Blur,KADID-10k/images/I66.png,1.5 KADID-10k/images/I66_04_01.png,Color_Diffusion,KADID-10k/images/I66.png,4.4 KADID-10k/images/I66_04_02.png,Color_Diffusion,KADID-10k/images/I66.png,2.57 KADID-10k/images/I66_04_03.png,Color_Diffusion,KADID-10k/images/I66.png,1.7 KADID-10k/images/I66_04_04.png,Color_Diffusion,KADID-10k/images/I66.png,1.67 KADID-10k/images/I66_04_05.png,Color_Diffusion,KADID-10k/images/I66.png,1.47 KADID-10k/images/I66_05_01.png,Color_Shift,KADID-10k/images/I66.png,4.07 KADID-10k/images/I66_05_02.png,Color_Shift,KADID-10k/images/I66.png,2.3 KADID-10k/images/I66_05_03.png,Color_Shift,KADID-10k/images/I66.png,1.9 KADID-10k/images/I66_05_04.png,Color_Shift,KADID-10k/images/I66.png,1.8 KADID-10k/images/I66_05_05.png,Color_Shift,KADID-10k/images/I66.png,1.67 KADID-10k/images/I66_06_01.png,Color_Quantization,KADID-10k/images/I66.png,4.2 KADID-10k/images/I66_06_02.png,Color_Quantization,KADID-10k/images/I66.png,4 KADID-10k/images/I66_06_03.png,Color_Quantization,KADID-10k/images/I66.png,3.77 KADID-10k/images/I66_06_04.png,Color_Quantization,KADID-10k/images/I66.png,3.13 KADID-10k/images/I66_06_05.png,Color_Quantization,KADID-10k/images/I66.png,2.43 KADID-10k/images/I66_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I66.png,2.63 KADID-10k/images/I66_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I66.png,2.2 KADID-10k/images/I66_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I66.png,2.57 KADID-10k/images/I66_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I66.png,2.27 KADID-10k/images/I66_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I66.png,2 KADID-10k/images/I66_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I66.png,4.5 KADID-10k/images/I66_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I66.png,3.77 KADID-10k/images/I66_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I66.png,2.43 KADID-10k/images/I66_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I66.png,1.97 KADID-10k/images/I66_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I66.png,1.73 KADID-10k/images/I66_09_01.png,JP2K,KADID-10k/images/I66.png,4.37 KADID-10k/images/I66_09_02.png,JP2K,KADID-10k/images/I66.png,4.37 KADID-10k/images/I66_09_03.png,JP2K,KADID-10k/images/I66.png,4.17 KADID-10k/images/I66_09_04.png,JP2K,KADID-10k/images/I66.png,2.23 KADID-10k/images/I66_09_05.png,JP2K,KADID-10k/images/I66.png,1.27 KADID-10k/images/I66_10_01.png,JPEG,KADID-10k/images/I66.png,4.43 KADID-10k/images/I66_10_02.png,JPEG,KADID-10k/images/I66.png,4.5 KADID-10k/images/I66_10_03.png,JPEG,KADID-10k/images/I66.png,3.97 KADID-10k/images/I66_10_04.png,JPEG,KADID-10k/images/I66.png,2.1 KADID-10k/images/I66_10_05.png,JPEG,KADID-10k/images/I66.png,1.47 KADID-10k/images/I66_11_01.png,AWGN,KADID-10k/images/I66.png,4 KADID-10k/images/I66_11_02.png,AWGN,KADID-10k/images/I66.png,3.03 KADID-10k/images/I66_11_03.png,AWGN,KADID-10k/images/I66.png,3.03 KADID-10k/images/I66_11_04.png,AWGN,KADID-10k/images/I66.png,2.87 KADID-10k/images/I66_11_05.png,AWGN,KADID-10k/images/I66.png,2.27 KADID-10k/images/I66_12_01.png,AWGN_YCbCr,KADID-10k/images/I66.png,4.47 KADID-10k/images/I66_12_02.png,AWGN_YCbCr,KADID-10k/images/I66.png,3.2 KADID-10k/images/I66_12_03.png,AWGN_YCbCr,KADID-10k/images/I66.png,3.07 KADID-10k/images/I66_12_04.png,AWGN_YCbCr,KADID-10k/images/I66.png,2.67 KADID-10k/images/I66_12_05.png,AWGN_YCbCr,KADID-10k/images/I66.png,2.4 KADID-10k/images/I66_13_01.png,Impulse_Noise,KADID-10k/images/I66.png,3.1 KADID-10k/images/I66_13_02.png,Impulse_Noise,KADID-10k/images/I66.png,2.57 KADID-10k/images/I66_13_03.png,Impulse_Noise,KADID-10k/images/I66.png,2.4 KADID-10k/images/I66_13_04.png,Impulse_Noise,KADID-10k/images/I66.png,2.2 KADID-10k/images/I66_13_05.png,Impulse_Noise,KADID-10k/images/I66.png,2.39 KADID-10k/images/I66_14_01.png,Multiplicative_Noise,KADID-10k/images/I66.png,4.5 KADID-10k/images/I66_14_02.png,Multiplicative_Noise,KADID-10k/images/I66.png,3.93 KADID-10k/images/I66_14_03.png,Multiplicative_Noise,KADID-10k/images/I66.png,3.77 KADID-10k/images/I66_14_04.png,Multiplicative_Noise,KADID-10k/images/I66.png,3 KADID-10k/images/I66_14_05.png,Multiplicative_Noise,KADID-10k/images/I66.png,2.43 KADID-10k/images/I66_15_01.png,Denoising,KADID-10k/images/I66.png,4.06 KADID-10k/images/I66_15_02.png,Denoising,KADID-10k/images/I66.png,3.2 KADID-10k/images/I66_15_03.png,Denoising,KADID-10k/images/I66.png,2.43 KADID-10k/images/I66_15_04.png,Denoising,KADID-10k/images/I66.png,1.87 KADID-10k/images/I66_15_05.png,Denoising,KADID-10k/images/I66.png,1.3 KADID-10k/images/I66_16_01.png,Brighten,KADID-10k/images/I66.png,4.57 KADID-10k/images/I66_16_02.png,Brighten,KADID-10k/images/I66.png,4.4 KADID-10k/images/I66_16_03.png,Brighten,KADID-10k/images/I66.png,3.9 KADID-10k/images/I66_16_04.png,Brighten,KADID-10k/images/I66.png,3.3 KADID-10k/images/I66_16_05.png,Brighten,KADID-10k/images/I66.png,2.27 KADID-10k/images/I66_17_01.png,Darken,KADID-10k/images/I66.png,4.6 KADID-10k/images/I66_17_02.png,Darken,KADID-10k/images/I66.png,4.37 KADID-10k/images/I66_17_03.png,Darken,KADID-10k/images/I66.png,4.07 KADID-10k/images/I66_17_04.png,Darken,KADID-10k/images/I66.png,3.43 KADID-10k/images/I66_17_05.png,Darken,KADID-10k/images/I66.png,1.6 KADID-10k/images/I66_18_01.png,Mean_Shift,KADID-10k/images/I66.png,4.47 KADID-10k/images/I66_18_02.png,Mean_Shift,KADID-10k/images/I66.png,4.57 KADID-10k/images/I66_18_03.png,Mean_Shift,KADID-10k/images/I66.png,4.57 KADID-10k/images/I66_18_04.png,Mean_Shift,KADID-10k/images/I66.png,4.27 KADID-10k/images/I66_18_05.png,Mean_Shift,KADID-10k/images/I66.png,3.87 KADID-10k/images/I66_19_01.png,Jitter,KADID-10k/images/I66.png,4.37 KADID-10k/images/I66_19_02.png,Jitter,KADID-10k/images/I66.png,3.87 KADID-10k/images/I66_19_03.png,Jitter,KADID-10k/images/I66.png,3.43 KADID-10k/images/I66_19_04.png,Jitter,KADID-10k/images/I66.png,1.93 KADID-10k/images/I66_19_05.png,Jitter,KADID-10k/images/I66.png,1.29 KADID-10k/images/I66_20_01.png,Non-eccentricity_patch,KADID-10k/images/I66.png,4.52 KADID-10k/images/I66_20_02.png,Non-eccentricity_patch,KADID-10k/images/I66.png,4.3 KADID-10k/images/I66_20_03.png,Non-eccentricity_patch,KADID-10k/images/I66.png,3.5 KADID-10k/images/I66_20_04.png,Non-eccentricity_patch,KADID-10k/images/I66.png,2.9 KADID-10k/images/I66_20_05.png,Non-eccentricity_patch,KADID-10k/images/I66.png,3.8 KADID-10k/images/I66_21_01.png,Pixelate,KADID-10k/images/I66.png,3.93 KADID-10k/images/I66_21_02.png,Pixelate,KADID-10k/images/I66.png,2.47 KADID-10k/images/I66_21_03.png,Pixelate,KADID-10k/images/I66.png,2.63 KADID-10k/images/I66_21_04.png,Pixelate,KADID-10k/images/I66.png,3.27 KADID-10k/images/I66_21_05.png,Pixelate,KADID-10k/images/I66.png,1.27 KADID-10k/images/I66_22_01.png,Quantization,KADID-10k/images/I66.png,4.33 KADID-10k/images/I66_22_02.png,Quantization,KADID-10k/images/I66.png,4.3 KADID-10k/images/I66_22_03.png,Quantization,KADID-10k/images/I66.png,3 KADID-10k/images/I66_22_04.png,Quantization,KADID-10k/images/I66.png,3.53 KADID-10k/images/I66_22_05.png,Quantization,KADID-10k/images/I66.png,2.9 KADID-10k/images/I66_23_01.png,Color_Block,KADID-10k/images/I66.png,2.3 KADID-10k/images/I66_23_02.png,Color_Block,KADID-10k/images/I66.png,2.61 KADID-10k/images/I66_23_03.png,Color_Block,KADID-10k/images/I66.png,2.7 KADID-10k/images/I66_23_04.png,Color_Block,KADID-10k/images/I66.png,2.23 KADID-10k/images/I66_23_05.png,Color_Block,KADID-10k/images/I66.png,2.17 KADID-10k/images/I66_24_01.png,High_Sharpen,KADID-10k/images/I66.png,3.37 KADID-10k/images/I66_24_02.png,High_Sharpen,KADID-10k/images/I66.png,2.3 KADID-10k/images/I66_24_03.png,High_Sharpen,KADID-10k/images/I66.png,1.83 KADID-10k/images/I66_24_04.png,High_Sharpen,KADID-10k/images/I66.png,1.77 KADID-10k/images/I66_24_05.png,High_Sharpen,KADID-10k/images/I66.png,1.2 KADID-10k/images/I66_25_01.png,Contrast Dist.,KADID-10k/images/I66.png,3.43 KADID-10k/images/I66_25_02.png,Contrast Dist.,KADID-10k/images/I66.png,3.73 KADID-10k/images/I66_25_03.png,Contrast Dist.,KADID-10k/images/I66.png,4.17 KADID-10k/images/I66_25_04.png,Contrast Dist.,KADID-10k/images/I66.png,4.23 KADID-10k/images/I66_25_05.png,Contrast Dist.,KADID-10k/images/I66.png,3.17 KADID-10k/images/I67_01_01.png,GBLUR,KADID-10k/images/I67.png,4.63 KADID-10k/images/I67_01_02.png,GBLUR,KADID-10k/images/I67.png,4.63 KADID-10k/images/I67_01_03.png,GBLUR,KADID-10k/images/I67.png,3.1 KADID-10k/images/I67_01_04.png,GBLUR,KADID-10k/images/I67.png,1.9 KADID-10k/images/I67_01_05.png,GBLUR,KADID-10k/images/I67.png,1.27 KADID-10k/images/I67_02_01.png,Lens_Blur,KADID-10k/images/I67.png,3.9 KADID-10k/images/I67_02_02.png,Lens_Blur,KADID-10k/images/I67.png,2.8 KADID-10k/images/I67_02_03.png,Lens_Blur,KADID-10k/images/I67.png,1.7 KADID-10k/images/I67_02_04.png,Lens_Blur,KADID-10k/images/I67.png,1.43 KADID-10k/images/I67_02_05.png,Lens_Blur,KADID-10k/images/I67.png,1.17 KADID-10k/images/I67_03_01.png,Motion_Blur,KADID-10k/images/I67.png,4.5 KADID-10k/images/I67_03_02.png,Motion_Blur,KADID-10k/images/I67.png,4.37 KADID-10k/images/I67_03_03.png,Motion_Blur,KADID-10k/images/I67.png,2.7 KADID-10k/images/I67_03_04.png,Motion_Blur,KADID-10k/images/I67.png,2.5 KADID-10k/images/I67_03_05.png,Motion_Blur,KADID-10k/images/I67.png,1.63 KADID-10k/images/I67_04_01.png,Color_Diffusion,KADID-10k/images/I67.png,4.27 KADID-10k/images/I67_04_02.png,Color_Diffusion,KADID-10k/images/I67.png,1.63 KADID-10k/images/I67_04_03.png,Color_Diffusion,KADID-10k/images/I67.png,1.3 KADID-10k/images/I67_04_04.png,Color_Diffusion,KADID-10k/images/I67.png,1.16 KADID-10k/images/I67_04_05.png,Color_Diffusion,KADID-10k/images/I67.png,1.07 KADID-10k/images/I67_05_01.png,Color_Shift,KADID-10k/images/I67.png,4.3 KADID-10k/images/I67_05_02.png,Color_Shift,KADID-10k/images/I67.png,2.33 KADID-10k/images/I67_05_03.png,Color_Shift,KADID-10k/images/I67.png,2.07 KADID-10k/images/I67_05_04.png,Color_Shift,KADID-10k/images/I67.png,2.03 KADID-10k/images/I67_05_05.png,Color_Shift,KADID-10k/images/I67.png,2.2 KADID-10k/images/I67_06_01.png,Color_Quantization,KADID-10k/images/I67.png,3.47 KADID-10k/images/I67_06_02.png,Color_Quantization,KADID-10k/images/I67.png,3.4 KADID-10k/images/I67_06_03.png,Color_Quantization,KADID-10k/images/I67.png,2.93 KADID-10k/images/I67_06_04.png,Color_Quantization,KADID-10k/images/I67.png,2.47 KADID-10k/images/I67_06_05.png,Color_Quantization,KADID-10k/images/I67.png,1.87 KADID-10k/images/I67_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I67.png,2.6 KADID-10k/images/I67_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I67.png,1.7 KADID-10k/images/I67_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I67.png,2.77 KADID-10k/images/I67_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I67.png,2.1 KADID-10k/images/I67_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I67.png,2 KADID-10k/images/I67_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I67.png,4.53 KADID-10k/images/I67_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I67.png,2.5 KADID-10k/images/I67_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I67.png,1.63 KADID-10k/images/I67_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I67.png,1.37 KADID-10k/images/I67_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I67.png,1.07 KADID-10k/images/I67_09_01.png,JP2K,KADID-10k/images/I67.png,4.67 KADID-10k/images/I67_09_02.png,JP2K,KADID-10k/images/I67.png,4.27 KADID-10k/images/I67_09_03.png,JP2K,KADID-10k/images/I67.png,3.6 KADID-10k/images/I67_09_04.png,JP2K,KADID-10k/images/I67.png,2.07 KADID-10k/images/I67_09_05.png,JP2K,KADID-10k/images/I67.png,1.13 KADID-10k/images/I67_10_01.png,JPEG,KADID-10k/images/I67.png,4.4 KADID-10k/images/I67_10_02.png,JPEG,KADID-10k/images/I67.png,4.3 KADID-10k/images/I67_10_03.png,JPEG,KADID-10k/images/I67.png,3.97 KADID-10k/images/I67_10_04.png,JPEG,KADID-10k/images/I67.png,1.87 KADID-10k/images/I67_10_05.png,JPEG,KADID-10k/images/I67.png,1.1 KADID-10k/images/I67_11_01.png,AWGN,KADID-10k/images/I67.png,3.87 KADID-10k/images/I67_11_02.png,AWGN,KADID-10k/images/I67.png,3.42 KADID-10k/images/I67_11_03.png,AWGN,KADID-10k/images/I67.png,2.93 KADID-10k/images/I67_11_04.png,AWGN,KADID-10k/images/I67.png,2.6 KADID-10k/images/I67_11_05.png,AWGN,KADID-10k/images/I67.png,2.3 KADID-10k/images/I67_12_01.png,AWGN_YCbCr,KADID-10k/images/I67.png,4.57 KADID-10k/images/I67_12_02.png,AWGN_YCbCr,KADID-10k/images/I67.png,3.6 KADID-10k/images/I67_12_03.png,AWGN_YCbCr,KADID-10k/images/I67.png,3.17 KADID-10k/images/I67_12_04.png,AWGN_YCbCr,KADID-10k/images/I67.png,2.63 KADID-10k/images/I67_12_05.png,AWGN_YCbCr,KADID-10k/images/I67.png,2.43 KADID-10k/images/I67_13_01.png,Impulse_Noise,KADID-10k/images/I67.png,3.3 KADID-10k/images/I67_13_02.png,Impulse_Noise,KADID-10k/images/I67.png,3.03 KADID-10k/images/I67_13_03.png,Impulse_Noise,KADID-10k/images/I67.png,2.7 KADID-10k/images/I67_13_04.png,Impulse_Noise,KADID-10k/images/I67.png,2.57 KADID-10k/images/I67_13_05.png,Impulse_Noise,KADID-10k/images/I67.png,2.07 KADID-10k/images/I67_14_01.png,Multiplicative_Noise,KADID-10k/images/I67.png,4.47 KADID-10k/images/I67_14_02.png,Multiplicative_Noise,KADID-10k/images/I67.png,3.67 KADID-10k/images/I67_14_03.png,Multiplicative_Noise,KADID-10k/images/I67.png,3.13 KADID-10k/images/I67_14_04.png,Multiplicative_Noise,KADID-10k/images/I67.png,2.53 KADID-10k/images/I67_14_05.png,Multiplicative_Noise,KADID-10k/images/I67.png,2.2 KADID-10k/images/I67_15_01.png,Denoising,KADID-10k/images/I67.png,3.6 KADID-10k/images/I67_15_02.png,Denoising,KADID-10k/images/I67.png,2.53 KADID-10k/images/I67_15_03.png,Denoising,KADID-10k/images/I67.png,2 KADID-10k/images/I67_15_04.png,Denoising,KADID-10k/images/I67.png,1.67 KADID-10k/images/I67_15_05.png,Denoising,KADID-10k/images/I67.png,1.5 KADID-10k/images/I67_16_01.png,Brighten,KADID-10k/images/I67.png,4.2 KADID-10k/images/I67_16_02.png,Brighten,KADID-10k/images/I67.png,4 KADID-10k/images/I67_16_03.png,Brighten,KADID-10k/images/I67.png,3.43 KADID-10k/images/I67_16_04.png,Brighten,KADID-10k/images/I67.png,2.8 KADID-10k/images/I67_16_05.png,Brighten,KADID-10k/images/I67.png,1.83 KADID-10k/images/I67_17_01.png,Darken,KADID-10k/images/I67.png,4.57 KADID-10k/images/I67_17_02.png,Darken,KADID-10k/images/I67.png,4.43 KADID-10k/images/I67_17_03.png,Darken,KADID-10k/images/I67.png,3.97 KADID-10k/images/I67_17_04.png,Darken,KADID-10k/images/I67.png,3.33 KADID-10k/images/I67_17_05.png,Darken,KADID-10k/images/I67.png,2.13 KADID-10k/images/I67_18_01.png,Mean_Shift,KADID-10k/images/I67.png,4.2 KADID-10k/images/I67_18_02.png,Mean_Shift,KADID-10k/images/I67.png,4.43 KADID-10k/images/I67_18_03.png,Mean_Shift,KADID-10k/images/I67.png,4.73 KADID-10k/images/I67_18_04.png,Mean_Shift,KADID-10k/images/I67.png,4.37 KADID-10k/images/I67_18_05.png,Mean_Shift,KADID-10k/images/I67.png,3.94 KADID-10k/images/I67_19_01.png,Jitter,KADID-10k/images/I67.png,4.37 KADID-10k/images/I67_19_02.png,Jitter,KADID-10k/images/I67.png,3.91 KADID-10k/images/I67_19_03.png,Jitter,KADID-10k/images/I67.png,3.27 KADID-10k/images/I67_19_04.png,Jitter,KADID-10k/images/I67.png,2 KADID-10k/images/I67_19_05.png,Jitter,KADID-10k/images/I67.png,1.4 KADID-10k/images/I67_20_01.png,Non-eccentricity_patch,KADID-10k/images/I67.png,4.23 KADID-10k/images/I67_20_02.png,Non-eccentricity_patch,KADID-10k/images/I67.png,4.33 KADID-10k/images/I67_20_03.png,Non-eccentricity_patch,KADID-10k/images/I67.png,3.83 KADID-10k/images/I67_20_04.png,Non-eccentricity_patch,KADID-10k/images/I67.png,2.1 KADID-10k/images/I67_20_05.png,Non-eccentricity_patch,KADID-10k/images/I67.png,3.13 KADID-10k/images/I67_21_01.png,Pixelate,KADID-10k/images/I67.png,4.07 KADID-10k/images/I67_21_02.png,Pixelate,KADID-10k/images/I67.png,2.53 KADID-10k/images/I67_21_03.png,Pixelate,KADID-10k/images/I67.png,2.47 KADID-10k/images/I67_21_04.png,Pixelate,KADID-10k/images/I67.png,2.07 KADID-10k/images/I67_21_05.png,Pixelate,KADID-10k/images/I67.png,1.2 KADID-10k/images/I67_22_01.png,Quantization,KADID-10k/images/I67.png,4.8 KADID-10k/images/I67_22_02.png,Quantization,KADID-10k/images/I67.png,4.57 KADID-10k/images/I67_22_03.png,Quantization,KADID-10k/images/I67.png,4.33 KADID-10k/images/I67_22_04.png,Quantization,KADID-10k/images/I67.png,4.2 KADID-10k/images/I67_22_05.png,Quantization,KADID-10k/images/I67.png,3.23 KADID-10k/images/I67_23_01.png,Color_Block,KADID-10k/images/I67.png,3.53 KADID-10k/images/I67_23_02.png,Color_Block,KADID-10k/images/I67.png,2.13 KADID-10k/images/I67_23_03.png,Color_Block,KADID-10k/images/I67.png,2.53 KADID-10k/images/I67_23_04.png,Color_Block,KADID-10k/images/I67.png,2.33 KADID-10k/images/I67_23_05.png,Color_Block,KADID-10k/images/I67.png,2.03 KADID-10k/images/I67_24_01.png,High_Sharpen,KADID-10k/images/I67.png,3.23 KADID-10k/images/I67_24_02.png,High_Sharpen,KADID-10k/images/I67.png,2.4 KADID-10k/images/I67_24_03.png,High_Sharpen,KADID-10k/images/I67.png,1.9 KADID-10k/images/I67_24_04.png,High_Sharpen,KADID-10k/images/I67.png,1.43 KADID-10k/images/I67_24_05.png,High_Sharpen,KADID-10k/images/I67.png,1.13 KADID-10k/images/I67_25_01.png,Contrast Dist.,KADID-10k/images/I67.png,3.23 KADID-10k/images/I67_25_02.png,Contrast Dist.,KADID-10k/images/I67.png,4.03 KADID-10k/images/I67_25_03.png,Contrast Dist.,KADID-10k/images/I67.png,4.07 KADID-10k/images/I67_25_04.png,Contrast Dist.,KADID-10k/images/I67.png,3.77 KADID-10k/images/I67_25_05.png,Contrast Dist.,KADID-10k/images/I67.png,3.27 KADID-10k/images/I68_01_01.png,GBLUR,KADID-10k/images/I68.png,4.67 KADID-10k/images/I68_01_02.png,GBLUR,KADID-10k/images/I68.png,4.33 KADID-10k/images/I68_01_03.png,GBLUR,KADID-10k/images/I68.png,2.6 KADID-10k/images/I68_01_04.png,GBLUR,KADID-10k/images/I68.png,1.67 KADID-10k/images/I68_01_05.png,GBLUR,KADID-10k/images/I68.png,1.17 KADID-10k/images/I68_02_01.png,Lens_Blur,KADID-10k/images/I68.png,3.6 KADID-10k/images/I68_02_02.png,Lens_Blur,KADID-10k/images/I68.png,2.2 KADID-10k/images/I68_02_03.png,Lens_Blur,KADID-10k/images/I68.png,1.5 KADID-10k/images/I68_02_04.png,Lens_Blur,KADID-10k/images/I68.png,1.26 KADID-10k/images/I68_02_05.png,Lens_Blur,KADID-10k/images/I68.png,1.06 KADID-10k/images/I68_03_01.png,Motion_Blur,KADID-10k/images/I68.png,4.57 KADID-10k/images/I68_03_02.png,Motion_Blur,KADID-10k/images/I68.png,4.1 KADID-10k/images/I68_03_03.png,Motion_Blur,KADID-10k/images/I68.png,2.43 KADID-10k/images/I68_03_04.png,Motion_Blur,KADID-10k/images/I68.png,2 KADID-10k/images/I68_03_05.png,Motion_Blur,KADID-10k/images/I68.png,1.4 KADID-10k/images/I68_04_01.png,Color_Diffusion,KADID-10k/images/I68.png,4.43 KADID-10k/images/I68_04_02.png,Color_Diffusion,KADID-10k/images/I68.png,3.03 KADID-10k/images/I68_04_03.png,Color_Diffusion,KADID-10k/images/I68.png,1.77 KADID-10k/images/I68_04_04.png,Color_Diffusion,KADID-10k/images/I68.png,1.47 KADID-10k/images/I68_04_05.png,Color_Diffusion,KADID-10k/images/I68.png,1.3 KADID-10k/images/I68_05_01.png,Color_Shift,KADID-10k/images/I68.png,4.07 KADID-10k/images/I68_05_02.png,Color_Shift,KADID-10k/images/I68.png,2.17 KADID-10k/images/I68_05_03.png,Color_Shift,KADID-10k/images/I68.png,1.5 KADID-10k/images/I68_05_04.png,Color_Shift,KADID-10k/images/I68.png,1.77 KADID-10k/images/I68_05_05.png,Color_Shift,KADID-10k/images/I68.png,1.77 KADID-10k/images/I68_06_01.png,Color_Quantization,KADID-10k/images/I68.png,3.5 KADID-10k/images/I68_06_02.png,Color_Quantization,KADID-10k/images/I68.png,3.43 KADID-10k/images/I68_06_03.png,Color_Quantization,KADID-10k/images/I68.png,3.1 KADID-10k/images/I68_06_04.png,Color_Quantization,KADID-10k/images/I68.png,2.97 KADID-10k/images/I68_06_05.png,Color_Quantization,KADID-10k/images/I68.png,2.16 KADID-10k/images/I68_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I68.png,2.73 KADID-10k/images/I68_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I68.png,2.27 KADID-10k/images/I68_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I68.png,2.07 KADID-10k/images/I68_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I68.png,1.87 KADID-10k/images/I68_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I68.png,1.47 KADID-10k/images/I68_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I68.png,4.7 KADID-10k/images/I68_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I68.png,3.27 KADID-10k/images/I68_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I68.png,2.5 KADID-10k/images/I68_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I68.png,1.8 KADID-10k/images/I68_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I68.png,1.67 KADID-10k/images/I68_09_01.png,JP2K,KADID-10k/images/I68.png,4.67 KADID-10k/images/I68_09_02.png,JP2K,KADID-10k/images/I68.png,4.2 KADID-10k/images/I68_09_03.png,JP2K,KADID-10k/images/I68.png,3.65 KADID-10k/images/I68_09_04.png,JP2K,KADID-10k/images/I68.png,2.07 KADID-10k/images/I68_09_05.png,JP2K,KADID-10k/images/I68.png,1.27 KADID-10k/images/I68_10_01.png,JPEG,KADID-10k/images/I68.png,4.2 KADID-10k/images/I68_10_02.png,JPEG,KADID-10k/images/I68.png,4.13 KADID-10k/images/I68_10_03.png,JPEG,KADID-10k/images/I68.png,3.6 KADID-10k/images/I68_10_04.png,JPEG,KADID-10k/images/I68.png,1.97 KADID-10k/images/I68_10_05.png,JPEG,KADID-10k/images/I68.png,1.23 KADID-10k/images/I68_11_01.png,AWGN,KADID-10k/images/I68.png,3.9 KADID-10k/images/I68_11_02.png,AWGN,KADID-10k/images/I68.png,3.07 KADID-10k/images/I68_11_03.png,AWGN,KADID-10k/images/I68.png,2.73 KADID-10k/images/I68_11_04.png,AWGN,KADID-10k/images/I68.png,2.8 KADID-10k/images/I68_11_05.png,AWGN,KADID-10k/images/I68.png,2.17 KADID-10k/images/I68_12_01.png,AWGN_YCbCr,KADID-10k/images/I68.png,4.33 KADID-10k/images/I68_12_02.png,AWGN_YCbCr,KADID-10k/images/I68.png,3.2 KADID-10k/images/I68_12_03.png,AWGN_YCbCr,KADID-10k/images/I68.png,2.97 KADID-10k/images/I68_12_04.png,AWGN_YCbCr,KADID-10k/images/I68.png,2.5 KADID-10k/images/I68_12_05.png,AWGN_YCbCr,KADID-10k/images/I68.png,1.97 KADID-10k/images/I68_13_01.png,Impulse_Noise,KADID-10k/images/I68.png,3.3 KADID-10k/images/I68_13_02.png,Impulse_Noise,KADID-10k/images/I68.png,2.9 KADID-10k/images/I68_13_03.png,Impulse_Noise,KADID-10k/images/I68.png,2.77 KADID-10k/images/I68_13_04.png,Impulse_Noise,KADID-10k/images/I68.png,2.23 KADID-10k/images/I68_13_05.png,Impulse_Noise,KADID-10k/images/I68.png,2.53 KADID-10k/images/I68_14_01.png,Multiplicative_Noise,KADID-10k/images/I68.png,4.6 KADID-10k/images/I68_14_02.png,Multiplicative_Noise,KADID-10k/images/I68.png,3.33 KADID-10k/images/I68_14_03.png,Multiplicative_Noise,KADID-10k/images/I68.png,2.9 KADID-10k/images/I68_14_04.png,Multiplicative_Noise,KADID-10k/images/I68.png,2.5 KADID-10k/images/I68_14_05.png,Multiplicative_Noise,KADID-10k/images/I68.png,1.87 KADID-10k/images/I68_15_01.png,Denoising,KADID-10k/images/I68.png,3.63 KADID-10k/images/I68_15_02.png,Denoising,KADID-10k/images/I68.png,2.35 KADID-10k/images/I68_15_03.png,Denoising,KADID-10k/images/I68.png,2 KADID-10k/images/I68_15_04.png,Denoising,KADID-10k/images/I68.png,1.4 KADID-10k/images/I68_15_05.png,Denoising,KADID-10k/images/I68.png,1.33 KADID-10k/images/I68_16_01.png,Brighten,KADID-10k/images/I68.png,4.73 KADID-10k/images/I68_16_02.png,Brighten,KADID-10k/images/I68.png,4.43 KADID-10k/images/I68_16_03.png,Brighten,KADID-10k/images/I68.png,3.3 KADID-10k/images/I68_16_04.png,Brighten,KADID-10k/images/I68.png,1.7 KADID-10k/images/I68_16_05.png,Brighten,KADID-10k/images/I68.png,1.5 KADID-10k/images/I68_17_01.png,Darken,KADID-10k/images/I68.png,4.5 KADID-10k/images/I68_17_02.png,Darken,KADID-10k/images/I68.png,4.7 KADID-10k/images/I68_17_03.png,Darken,KADID-10k/images/I68.png,4.27 KADID-10k/images/I68_17_04.png,Darken,KADID-10k/images/I68.png,3.6 KADID-10k/images/I68_17_05.png,Darken,KADID-10k/images/I68.png,2.27 KADID-10k/images/I68_18_01.png,Mean_Shift,KADID-10k/images/I68.png,4.03 KADID-10k/images/I68_18_02.png,Mean_Shift,KADID-10k/images/I68.png,4.63 KADID-10k/images/I68_18_03.png,Mean_Shift,KADID-10k/images/I68.png,4.6 KADID-10k/images/I68_18_04.png,Mean_Shift,KADID-10k/images/I68.png,4.53 KADID-10k/images/I68_18_05.png,Mean_Shift,KADID-10k/images/I68.png,4.2 KADID-10k/images/I68_19_01.png,Jitter,KADID-10k/images/I68.png,4.6 KADID-10k/images/I68_19_02.png,Jitter,KADID-10k/images/I68.png,4.2 KADID-10k/images/I68_19_03.png,Jitter,KADID-10k/images/I68.png,2.77 KADID-10k/images/I68_19_04.png,Jitter,KADID-10k/images/I68.png,1.77 KADID-10k/images/I68_19_05.png,Jitter,KADID-10k/images/I68.png,1.2 KADID-10k/images/I68_20_01.png,Non-eccentricity_patch,KADID-10k/images/I68.png,4.43 KADID-10k/images/I68_20_02.png,Non-eccentricity_patch,KADID-10k/images/I68.png,4 KADID-10k/images/I68_20_03.png,Non-eccentricity_patch,KADID-10k/images/I68.png,4.6 KADID-10k/images/I68_20_04.png,Non-eccentricity_patch,KADID-10k/images/I68.png,2.87 KADID-10k/images/I68_20_05.png,Non-eccentricity_patch,KADID-10k/images/I68.png,3.53 KADID-10k/images/I68_21_01.png,Pixelate,KADID-10k/images/I68.png,4.23 KADID-10k/images/I68_21_02.png,Pixelate,KADID-10k/images/I68.png,2.8 KADID-10k/images/I68_21_03.png,Pixelate,KADID-10k/images/I68.png,2.78 KADID-10k/images/I68_21_04.png,Pixelate,KADID-10k/images/I68.png,2.63 KADID-10k/images/I68_21_05.png,Pixelate,KADID-10k/images/I68.png,1.43 KADID-10k/images/I68_22_01.png,Quantization,KADID-10k/images/I68.png,4.27 KADID-10k/images/I68_22_02.png,Quantization,KADID-10k/images/I68.png,3.7 KADID-10k/images/I68_22_03.png,Quantization,KADID-10k/images/I68.png,3.77 KADID-10k/images/I68_22_04.png,Quantization,KADID-10k/images/I68.png,3.33 KADID-10k/images/I68_22_05.png,Quantization,KADID-10k/images/I68.png,2.9 KADID-10k/images/I68_23_01.png,Color_Block,KADID-10k/images/I68.png,2.57 KADID-10k/images/I68_23_02.png,Color_Block,KADID-10k/images/I68.png,2.5 KADID-10k/images/I68_23_03.png,Color_Block,KADID-10k/images/I68.png,2.5 KADID-10k/images/I68_23_04.png,Color_Block,KADID-10k/images/I68.png,2.2 KADID-10k/images/I68_23_05.png,Color_Block,KADID-10k/images/I68.png,1.93 KADID-10k/images/I68_24_01.png,High_Sharpen,KADID-10k/images/I68.png,3.17 KADID-10k/images/I68_24_02.png,High_Sharpen,KADID-10k/images/I68.png,1.93 KADID-10k/images/I68_24_03.png,High_Sharpen,KADID-10k/images/I68.png,1.83 KADID-10k/images/I68_24_04.png,High_Sharpen,KADID-10k/images/I68.png,1.58 KADID-10k/images/I68_24_05.png,High_Sharpen,KADID-10k/images/I68.png,1.1 KADID-10k/images/I68_25_01.png,Contrast Dist.,KADID-10k/images/I68.png,3.5 KADID-10k/images/I68_25_02.png,Contrast Dist.,KADID-10k/images/I68.png,4.23 KADID-10k/images/I68_25_03.png,Contrast Dist.,KADID-10k/images/I68.png,4.47 KADID-10k/images/I68_25_04.png,Contrast Dist.,KADID-10k/images/I68.png,4.03 KADID-10k/images/I68_25_05.png,Contrast Dist.,KADID-10k/images/I68.png,3.4 KADID-10k/images/I69_01_01.png,GBLUR,KADID-10k/images/I69.png,4.48 KADID-10k/images/I69_01_02.png,GBLUR,KADID-10k/images/I69.png,4.63 KADID-10k/images/I69_01_03.png,GBLUR,KADID-10k/images/I69.png,3.4 KADID-10k/images/I69_01_04.png,GBLUR,KADID-10k/images/I69.png,2.13 KADID-10k/images/I69_01_05.png,GBLUR,KADID-10k/images/I69.png,1.4 KADID-10k/images/I69_02_01.png,Lens_Blur,KADID-10k/images/I69.png,4.03 KADID-10k/images/I69_02_02.png,Lens_Blur,KADID-10k/images/I69.png,3.23 KADID-10k/images/I69_02_03.png,Lens_Blur,KADID-10k/images/I69.png,1.5 KADID-10k/images/I69_02_04.png,Lens_Blur,KADID-10k/images/I69.png,1.4 KADID-10k/images/I69_02_05.png,Lens_Blur,KADID-10k/images/I69.png,1.4 KADID-10k/images/I69_03_01.png,Motion_Blur,KADID-10k/images/I69.png,4.5 KADID-10k/images/I69_03_02.png,Motion_Blur,KADID-10k/images/I69.png,4.1 KADID-10k/images/I69_03_03.png,Motion_Blur,KADID-10k/images/I69.png,3.3 KADID-10k/images/I69_03_04.png,Motion_Blur,KADID-10k/images/I69.png,2.4 KADID-10k/images/I69_03_05.png,Motion_Blur,KADID-10k/images/I69.png,1.87 KADID-10k/images/I69_04_01.png,Color_Diffusion,KADID-10k/images/I69.png,4.39 KADID-10k/images/I69_04_02.png,Color_Diffusion,KADID-10k/images/I69.png,2.97 KADID-10k/images/I69_04_03.png,Color_Diffusion,KADID-10k/images/I69.png,1.57 KADID-10k/images/I69_04_04.png,Color_Diffusion,KADID-10k/images/I69.png,1.3 KADID-10k/images/I69_04_05.png,Color_Diffusion,KADID-10k/images/I69.png,1.17 KADID-10k/images/I69_05_01.png,Color_Shift,KADID-10k/images/I69.png,4.6 KADID-10k/images/I69_05_02.png,Color_Shift,KADID-10k/images/I69.png,3 KADID-10k/images/I69_05_03.png,Color_Shift,KADID-10k/images/I69.png,1.93 KADID-10k/images/I69_05_04.png,Color_Shift,KADID-10k/images/I69.png,2.13 KADID-10k/images/I69_05_05.png,Color_Shift,KADID-10k/images/I69.png,2.47 KADID-10k/images/I69_06_01.png,Color_Quantization,KADID-10k/images/I69.png,4.27 KADID-10k/images/I69_06_02.png,Color_Quantization,KADID-10k/images/I69.png,3.7 KADID-10k/images/I69_06_03.png,Color_Quantization,KADID-10k/images/I69.png,3.63 KADID-10k/images/I69_06_04.png,Color_Quantization,KADID-10k/images/I69.png,3.27 KADID-10k/images/I69_06_05.png,Color_Quantization,KADID-10k/images/I69.png,2.73 KADID-10k/images/I69_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I69.png,2.47 KADID-10k/images/I69_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I69.png,2.48 KADID-10k/images/I69_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I69.png,2.39 KADID-10k/images/I69_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I69.png,2.3 KADID-10k/images/I69_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I69.png,2.58 KADID-10k/images/I69_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I69.png,4.3 KADID-10k/images/I69_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I69.png,3.69 KADID-10k/images/I69_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I69.png,3.23 KADID-10k/images/I69_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I69.png,2 KADID-10k/images/I69_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I69.png,1.57 KADID-10k/images/I69_09_01.png,JP2K,KADID-10k/images/I69.png,4.3 KADID-10k/images/I69_09_02.png,JP2K,KADID-10k/images/I69.png,4.67 KADID-10k/images/I69_09_03.png,JP2K,KADID-10k/images/I69.png,4.2 KADID-10k/images/I69_09_04.png,JP2K,KADID-10k/images/I69.png,3.1 KADID-10k/images/I69_09_05.png,JP2K,KADID-10k/images/I69.png,1.53 KADID-10k/images/I69_10_01.png,JPEG,KADID-10k/images/I69.png,4.07 KADID-10k/images/I69_10_02.png,JPEG,KADID-10k/images/I69.png,4.07 KADID-10k/images/I69_10_03.png,JPEG,KADID-10k/images/I69.png,4 KADID-10k/images/I69_10_04.png,JPEG,KADID-10k/images/I69.png,2.03 KADID-10k/images/I69_10_05.png,JPEG,KADID-10k/images/I69.png,1.27 KADID-10k/images/I69_11_01.png,AWGN,KADID-10k/images/I69.png,3.8 KADID-10k/images/I69_11_02.png,AWGN,KADID-10k/images/I69.png,3.27 KADID-10k/images/I69_11_03.png,AWGN,KADID-10k/images/I69.png,3.27 KADID-10k/images/I69_11_04.png,AWGN,KADID-10k/images/I69.png,2.77 KADID-10k/images/I69_11_05.png,AWGN,KADID-10k/images/I69.png,2.23 KADID-10k/images/I69_12_01.png,AWGN_YCbCr,KADID-10k/images/I69.png,4.37 KADID-10k/images/I69_12_02.png,AWGN_YCbCr,KADID-10k/images/I69.png,3.37 KADID-10k/images/I69_12_03.png,AWGN_YCbCr,KADID-10k/images/I69.png,3.13 KADID-10k/images/I69_12_04.png,AWGN_YCbCr,KADID-10k/images/I69.png,2.87 KADID-10k/images/I69_12_05.png,AWGN_YCbCr,KADID-10k/images/I69.png,2.27 KADID-10k/images/I69_13_01.png,Impulse_Noise,KADID-10k/images/I69.png,3.83 KADID-10k/images/I69_13_02.png,Impulse_Noise,KADID-10k/images/I69.png,2.97 KADID-10k/images/I69_13_03.png,Impulse_Noise,KADID-10k/images/I69.png,2.73 KADID-10k/images/I69_13_04.png,Impulse_Noise,KADID-10k/images/I69.png,2.57 KADID-10k/images/I69_13_05.png,Impulse_Noise,KADID-10k/images/I69.png,2.13 KADID-10k/images/I69_14_01.png,Multiplicative_Noise,KADID-10k/images/I69.png,4.6 KADID-10k/images/I69_14_02.png,Multiplicative_Noise,KADID-10k/images/I69.png,4.1 KADID-10k/images/I69_14_03.png,Multiplicative_Noise,KADID-10k/images/I69.png,3.17 KADID-10k/images/I69_14_04.png,Multiplicative_Noise,KADID-10k/images/I69.png,2.93 KADID-10k/images/I69_14_05.png,Multiplicative_Noise,KADID-10k/images/I69.png,2.47 KADID-10k/images/I69_15_01.png,Denoising,KADID-10k/images/I69.png,3.77 KADID-10k/images/I69_15_02.png,Denoising,KADID-10k/images/I69.png,2.93 KADID-10k/images/I69_15_03.png,Denoising,KADID-10k/images/I69.png,2.47 KADID-10k/images/I69_15_04.png,Denoising,KADID-10k/images/I69.png,1.59 KADID-10k/images/I69_15_05.png,Denoising,KADID-10k/images/I69.png,1.33 KADID-10k/images/I69_16_01.png,Brighten,KADID-10k/images/I69.png,4.57 KADID-10k/images/I69_16_02.png,Brighten,KADID-10k/images/I69.png,4.1 KADID-10k/images/I69_16_03.png,Brighten,KADID-10k/images/I69.png,3.77 KADID-10k/images/I69_16_04.png,Brighten,KADID-10k/images/I69.png,3.33 KADID-10k/images/I69_16_05.png,Brighten,KADID-10k/images/I69.png,2.43 KADID-10k/images/I69_17_01.png,Darken,KADID-10k/images/I69.png,4.67 KADID-10k/images/I69_17_02.png,Darken,KADID-10k/images/I69.png,4.77 KADID-10k/images/I69_17_03.png,Darken,KADID-10k/images/I69.png,4.27 KADID-10k/images/I69_17_04.png,Darken,KADID-10k/images/I69.png,3.5 KADID-10k/images/I69_17_05.png,Darken,KADID-10k/images/I69.png,1.87 KADID-10k/images/I69_18_01.png,Mean_Shift,KADID-10k/images/I69.png,4.07 KADID-10k/images/I69_18_02.png,Mean_Shift,KADID-10k/images/I69.png,4.53 KADID-10k/images/I69_18_03.png,Mean_Shift,KADID-10k/images/I69.png,4.67 KADID-10k/images/I69_18_04.png,Mean_Shift,KADID-10k/images/I69.png,4.43 KADID-10k/images/I69_18_05.png,Mean_Shift,KADID-10k/images/I69.png,4.17 KADID-10k/images/I69_19_01.png,Jitter,KADID-10k/images/I69.png,4.27 KADID-10k/images/I69_19_02.png,Jitter,KADID-10k/images/I69.png,4.13 KADID-10k/images/I69_19_03.png,Jitter,KADID-10k/images/I69.png,3.03 KADID-10k/images/I69_19_04.png,Jitter,KADID-10k/images/I69.png,2 KADID-10k/images/I69_19_05.png,Jitter,KADID-10k/images/I69.png,1.3 KADID-10k/images/I69_20_01.png,Non-eccentricity_patch,KADID-10k/images/I69.png,4.5 KADID-10k/images/I69_20_02.png,Non-eccentricity_patch,KADID-10k/images/I69.png,3.63 KADID-10k/images/I69_20_03.png,Non-eccentricity_patch,KADID-10k/images/I69.png,4.3 KADID-10k/images/I69_20_04.png,Non-eccentricity_patch,KADID-10k/images/I69.png,3.8 KADID-10k/images/I69_20_05.png,Non-eccentricity_patch,KADID-10k/images/I69.png,3.37 KADID-10k/images/I69_21_01.png,Pixelate,KADID-10k/images/I69.png,3.6 KADID-10k/images/I69_21_02.png,Pixelate,KADID-10k/images/I69.png,3.2 KADID-10k/images/I69_21_03.png,Pixelate,KADID-10k/images/I69.png,3.23 KADID-10k/images/I69_21_04.png,Pixelate,KADID-10k/images/I69.png,3.23 KADID-10k/images/I69_21_05.png,Pixelate,KADID-10k/images/I69.png,1.57 KADID-10k/images/I69_22_01.png,Quantization,KADID-10k/images/I69.png,4.23 KADID-10k/images/I69_22_02.png,Quantization,KADID-10k/images/I69.png,4.33 KADID-10k/images/I69_22_03.png,Quantization,KADID-10k/images/I69.png,4.07 KADID-10k/images/I69_22_04.png,Quantization,KADID-10k/images/I69.png,3.77 KADID-10k/images/I69_22_05.png,Quantization,KADID-10k/images/I69.png,2.87 KADID-10k/images/I69_23_01.png,Color_Block,KADID-10k/images/I69.png,2.2 KADID-10k/images/I69_23_02.png,Color_Block,KADID-10k/images/I69.png,2.68 KADID-10k/images/I69_23_03.png,Color_Block,KADID-10k/images/I69.png,2.43 KADID-10k/images/I69_23_04.png,Color_Block,KADID-10k/images/I69.png,2.6 KADID-10k/images/I69_23_05.png,Color_Block,KADID-10k/images/I69.png,2.07 KADID-10k/images/I69_24_01.png,High_Sharpen,KADID-10k/images/I69.png,3.87 KADID-10k/images/I69_24_02.png,High_Sharpen,KADID-10k/images/I69.png,3.4 KADID-10k/images/I69_24_03.png,High_Sharpen,KADID-10k/images/I69.png,2.47 KADID-10k/images/I69_24_04.png,High_Sharpen,KADID-10k/images/I69.png,1.5 KADID-10k/images/I69_24_05.png,High_Sharpen,KADID-10k/images/I69.png,1.37 KADID-10k/images/I69_25_01.png,Contrast Dist.,KADID-10k/images/I69.png,3.53 KADID-10k/images/I69_25_02.png,Contrast Dist.,KADID-10k/images/I69.png,4.07 KADID-10k/images/I69_25_03.png,Contrast Dist.,KADID-10k/images/I69.png,4.5 KADID-10k/images/I69_25_04.png,Contrast Dist.,KADID-10k/images/I69.png,3.73 KADID-10k/images/I69_25_05.png,Contrast Dist.,KADID-10k/images/I69.png,2.93 KADID-10k/images/I70_01_01.png,GBLUR,KADID-10k/images/I70.png,4.73 KADID-10k/images/I70_01_02.png,GBLUR,KADID-10k/images/I70.png,4.73 KADID-10k/images/I70_01_03.png,GBLUR,KADID-10k/images/I70.png,2.9 KADID-10k/images/I70_01_04.png,GBLUR,KADID-10k/images/I70.png,1.93 KADID-10k/images/I70_01_05.png,GBLUR,KADID-10k/images/I70.png,1.23 KADID-10k/images/I70_02_01.png,Lens_Blur,KADID-10k/images/I70.png,4.23 KADID-10k/images/I70_02_02.png,Lens_Blur,KADID-10k/images/I70.png,2.7 KADID-10k/images/I70_02_03.png,Lens_Blur,KADID-10k/images/I70.png,1.77 KADID-10k/images/I70_02_04.png,Lens_Blur,KADID-10k/images/I70.png,1.63 KADID-10k/images/I70_02_05.png,Lens_Blur,KADID-10k/images/I70.png,1.23 KADID-10k/images/I70_03_01.png,Motion_Blur,KADID-10k/images/I70.png,4.63 KADID-10k/images/I70_03_02.png,Motion_Blur,KADID-10k/images/I70.png,4.5 KADID-10k/images/I70_03_03.png,Motion_Blur,KADID-10k/images/I70.png,2.93 KADID-10k/images/I70_03_04.png,Motion_Blur,KADID-10k/images/I70.png,2.17 KADID-10k/images/I70_03_05.png,Motion_Blur,KADID-10k/images/I70.png,1.73 KADID-10k/images/I70_04_01.png,Color_Diffusion,KADID-10k/images/I70.png,4.63 KADID-10k/images/I70_04_02.png,Color_Diffusion,KADID-10k/images/I70.png,2.93 KADID-10k/images/I70_04_03.png,Color_Diffusion,KADID-10k/images/I70.png,1.73 KADID-10k/images/I70_04_04.png,Color_Diffusion,KADID-10k/images/I70.png,1.33 KADID-10k/images/I70_04_05.png,Color_Diffusion,KADID-10k/images/I70.png,1.33 KADID-10k/images/I70_05_01.png,Color_Shift,KADID-10k/images/I70.png,4.23 KADID-10k/images/I70_05_02.png,Color_Shift,KADID-10k/images/I70.png,2.1 KADID-10k/images/I70_05_03.png,Color_Shift,KADID-10k/images/I70.png,1.83 KADID-10k/images/I70_05_04.png,Color_Shift,KADID-10k/images/I70.png,1.9 KADID-10k/images/I70_05_05.png,Color_Shift,KADID-10k/images/I70.png,1.7 KADID-10k/images/I70_06_01.png,Color_Quantization,KADID-10k/images/I70.png,4.03 KADID-10k/images/I70_06_02.png,Color_Quantization,KADID-10k/images/I70.png,3.9 KADID-10k/images/I70_06_03.png,Color_Quantization,KADID-10k/images/I70.png,3.23 KADID-10k/images/I70_06_04.png,Color_Quantization,KADID-10k/images/I70.png,2.5 KADID-10k/images/I70_06_05.png,Color_Quantization,KADID-10k/images/I70.png,1.67 KADID-10k/images/I70_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I70.png,2.3 KADID-10k/images/I70_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I70.png,1.97 KADID-10k/images/I70_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I70.png,2.17 KADID-10k/images/I70_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I70.png,2.3 KADID-10k/images/I70_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I70.png,1.77 KADID-10k/images/I70_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I70.png,4.73 KADID-10k/images/I70_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I70.png,3.8 KADID-10k/images/I70_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I70.png,2.87 KADID-10k/images/I70_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I70.png,1.43 KADID-10k/images/I70_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I70.png,1.23 KADID-10k/images/I70_09_01.png,JP2K,KADID-10k/images/I70.png,4.6 KADID-10k/images/I70_09_02.png,JP2K,KADID-10k/images/I70.png,4.53 KADID-10k/images/I70_09_03.png,JP2K,KADID-10k/images/I70.png,4.07 KADID-10k/images/I70_09_04.png,JP2K,KADID-10k/images/I70.png,2.07 KADID-10k/images/I70_09_05.png,JP2K,KADID-10k/images/I70.png,1.23 KADID-10k/images/I70_10_01.png,JPEG,KADID-10k/images/I70.png,4.5 KADID-10k/images/I70_10_02.png,JPEG,KADID-10k/images/I70.png,4.4 KADID-10k/images/I70_10_03.png,JPEG,KADID-10k/images/I70.png,3.97 KADID-10k/images/I70_10_04.png,JPEG,KADID-10k/images/I70.png,2.23 KADID-10k/images/I70_10_05.png,JPEG,KADID-10k/images/I70.png,1.23 KADID-10k/images/I70_11_01.png,AWGN,KADID-10k/images/I70.png,4.4 KADID-10k/images/I70_11_02.png,AWGN,KADID-10k/images/I70.png,3.5 KADID-10k/images/I70_11_03.png,AWGN,KADID-10k/images/I70.png,2.83 KADID-10k/images/I70_11_04.png,AWGN,KADID-10k/images/I70.png,2.7 KADID-10k/images/I70_11_05.png,AWGN,KADID-10k/images/I70.png,2.03 KADID-10k/images/I70_12_01.png,AWGN_YCbCr,KADID-10k/images/I70.png,4.63 KADID-10k/images/I70_12_02.png,AWGN_YCbCr,KADID-10k/images/I70.png,4.03 KADID-10k/images/I70_12_03.png,AWGN_YCbCr,KADID-10k/images/I70.png,3.1 KADID-10k/images/I70_12_04.png,AWGN_YCbCr,KADID-10k/images/I70.png,2.5 KADID-10k/images/I70_12_05.png,AWGN_YCbCr,KADID-10k/images/I70.png,2.53 KADID-10k/images/I70_13_01.png,Impulse_Noise,KADID-10k/images/I70.png,3.77 KADID-10k/images/I70_13_02.png,Impulse_Noise,KADID-10k/images/I70.png,2.97 KADID-10k/images/I70_13_03.png,Impulse_Noise,KADID-10k/images/I70.png,2.53 KADID-10k/images/I70_13_04.png,Impulse_Noise,KADID-10k/images/I70.png,2.23 KADID-10k/images/I70_13_05.png,Impulse_Noise,KADID-10k/images/I70.png,2.07 KADID-10k/images/I70_14_01.png,Multiplicative_Noise,KADID-10k/images/I70.png,4.57 KADID-10k/images/I70_14_02.png,Multiplicative_Noise,KADID-10k/images/I70.png,3.73 KADID-10k/images/I70_14_03.png,Multiplicative_Noise,KADID-10k/images/I70.png,3.07 KADID-10k/images/I70_14_04.png,Multiplicative_Noise,KADID-10k/images/I70.png,2.47 KADID-10k/images/I70_14_05.png,Multiplicative_Noise,KADID-10k/images/I70.png,2.1 KADID-10k/images/I70_15_01.png,Denoising,KADID-10k/images/I70.png,4.13 KADID-10k/images/I70_15_02.png,Denoising,KADID-10k/images/I70.png,2.87 KADID-10k/images/I70_15_03.png,Denoising,KADID-10k/images/I70.png,2.5 KADID-10k/images/I70_15_04.png,Denoising,KADID-10k/images/I70.png,1.77 KADID-10k/images/I70_15_05.png,Denoising,KADID-10k/images/I70.png,1.6 KADID-10k/images/I70_16_01.png,Brighten,KADID-10k/images/I70.png,4.7 KADID-10k/images/I70_16_02.png,Brighten,KADID-10k/images/I70.png,4.7 KADID-10k/images/I70_16_03.png,Brighten,KADID-10k/images/I70.png,4.03 KADID-10k/images/I70_16_04.png,Brighten,KADID-10k/images/I70.png,2.83 KADID-10k/images/I70_16_05.png,Brighten,KADID-10k/images/I70.png,2.13 KADID-10k/images/I70_17_01.png,Darken,KADID-10k/images/I70.png,4.7 KADID-10k/images/I70_17_02.png,Darken,KADID-10k/images/I70.png,4.7 KADID-10k/images/I70_17_03.png,Darken,KADID-10k/images/I70.png,4.53 KADID-10k/images/I70_17_04.png,Darken,KADID-10k/images/I70.png,3.97 KADID-10k/images/I70_17_05.png,Darken,KADID-10k/images/I70.png,2.43 KADID-10k/images/I70_18_01.png,Mean_Shift,KADID-10k/images/I70.png,4.37 KADID-10k/images/I70_18_02.png,Mean_Shift,KADID-10k/images/I70.png,4.57 KADID-10k/images/I70_18_03.png,Mean_Shift,KADID-10k/images/I70.png,4.6 KADID-10k/images/I70_18_04.png,Mean_Shift,KADID-10k/images/I70.png,4.8 KADID-10k/images/I70_18_05.png,Mean_Shift,KADID-10k/images/I70.png,4.43 KADID-10k/images/I70_19_01.png,Jitter,KADID-10k/images/I70.png,4.43 KADID-10k/images/I70_19_02.png,Jitter,KADID-10k/images/I70.png,3.9 KADID-10k/images/I70_19_03.png,Jitter,KADID-10k/images/I70.png,3.17 KADID-10k/images/I70_19_04.png,Jitter,KADID-10k/images/I70.png,1.57 KADID-10k/images/I70_19_05.png,Jitter,KADID-10k/images/I70.png,1.37 KADID-10k/images/I70_20_01.png,Non-eccentricity_patch,KADID-10k/images/I70.png,3.77 KADID-10k/images/I70_20_02.png,Non-eccentricity_patch,KADID-10k/images/I70.png,4.1 KADID-10k/images/I70_20_03.png,Non-eccentricity_patch,KADID-10k/images/I70.png,3.53 KADID-10k/images/I70_20_04.png,Non-eccentricity_patch,KADID-10k/images/I70.png,3.17 KADID-10k/images/I70_20_05.png,Non-eccentricity_patch,KADID-10k/images/I70.png,1.74 KADID-10k/images/I70_21_01.png,Pixelate,KADID-10k/images/I70.png,3.47 KADID-10k/images/I70_21_02.png,Pixelate,KADID-10k/images/I70.png,2.6 KADID-10k/images/I70_21_03.png,Pixelate,KADID-10k/images/I70.png,2.77 KADID-10k/images/I70_21_04.png,Pixelate,KADID-10k/images/I70.png,2.2 KADID-10k/images/I70_21_05.png,Pixelate,KADID-10k/images/I70.png,1.43 KADID-10k/images/I70_22_01.png,Quantization,KADID-10k/images/I70.png,4.63 KADID-10k/images/I70_22_02.png,Quantization,KADID-10k/images/I70.png,4.53 KADID-10k/images/I70_22_03.png,Quantization,KADID-10k/images/I70.png,4.37 KADID-10k/images/I70_22_04.png,Quantization,KADID-10k/images/I70.png,3.7 KADID-10k/images/I70_22_05.png,Quantization,KADID-10k/images/I70.png,2.73 KADID-10k/images/I70_23_01.png,Color_Block,KADID-10k/images/I70.png,3.4 KADID-10k/images/I70_23_02.png,Color_Block,KADID-10k/images/I70.png,2.43 KADID-10k/images/I70_23_03.png,Color_Block,KADID-10k/images/I70.png,2.47 KADID-10k/images/I70_23_04.png,Color_Block,KADID-10k/images/I70.png,2.67 KADID-10k/images/I70_23_05.png,Color_Block,KADID-10k/images/I70.png,2.33 KADID-10k/images/I70_24_01.png,High_Sharpen,KADID-10k/images/I70.png,3.7 KADID-10k/images/I70_24_02.png,High_Sharpen,KADID-10k/images/I70.png,2.33 KADID-10k/images/I70_24_03.png,High_Sharpen,KADID-10k/images/I70.png,2 KADID-10k/images/I70_24_04.png,High_Sharpen,KADID-10k/images/I70.png,2.07 KADID-10k/images/I70_24_05.png,High_Sharpen,KADID-10k/images/I70.png,1.37 KADID-10k/images/I70_25_01.png,Contrast Dist.,KADID-10k/images/I70.png,3.8 KADID-10k/images/I70_25_02.png,Contrast Dist.,KADID-10k/images/I70.png,4 KADID-10k/images/I70_25_03.png,Contrast Dist.,KADID-10k/images/I70.png,4.63 KADID-10k/images/I70_25_04.png,Contrast Dist.,KADID-10k/images/I70.png,4.23 KADID-10k/images/I70_25_05.png,Contrast Dist.,KADID-10k/images/I70.png,3 KADID-10k/images/I71_01_01.png,GBLUR,KADID-10k/images/I71.png,4.63 KADID-10k/images/I71_01_02.png,GBLUR,KADID-10k/images/I71.png,4.34 KADID-10k/images/I71_01_03.png,GBLUR,KADID-10k/images/I71.png,2.7 KADID-10k/images/I71_01_04.png,GBLUR,KADID-10k/images/I71.png,1.4 KADID-10k/images/I71_01_05.png,GBLUR,KADID-10k/images/I71.png,1.23 KADID-10k/images/I71_02_01.png,Lens_Blur,KADID-10k/images/I71.png,3.68 KADID-10k/images/I71_02_02.png,Lens_Blur,KADID-10k/images/I71.png,2.33 KADID-10k/images/I71_02_03.png,Lens_Blur,KADID-10k/images/I71.png,1.77 KADID-10k/images/I71_02_04.png,Lens_Blur,KADID-10k/images/I71.png,1.4 KADID-10k/images/I71_02_05.png,Lens_Blur,KADID-10k/images/I71.png,1.27 KADID-10k/images/I71_03_01.png,Motion_Blur,KADID-10k/images/I71.png,4.47 KADID-10k/images/I71_03_02.png,Motion_Blur,KADID-10k/images/I71.png,3.3 KADID-10k/images/I71_03_03.png,Motion_Blur,KADID-10k/images/I71.png,2.87 KADID-10k/images/I71_03_04.png,Motion_Blur,KADID-10k/images/I71.png,2.03 KADID-10k/images/I71_03_05.png,Motion_Blur,KADID-10k/images/I71.png,1.5 KADID-10k/images/I71_04_01.png,Color_Diffusion,KADID-10k/images/I71.png,4.1 KADID-10k/images/I71_04_02.png,Color_Diffusion,KADID-10k/images/I71.png,2.57 KADID-10k/images/I71_04_03.png,Color_Diffusion,KADID-10k/images/I71.png,1.37 KADID-10k/images/I71_04_04.png,Color_Diffusion,KADID-10k/images/I71.png,1.47 KADID-10k/images/I71_04_05.png,Color_Diffusion,KADID-10k/images/I71.png,1.2 KADID-10k/images/I71_05_01.png,Color_Shift,KADID-10k/images/I71.png,4.5 KADID-10k/images/I71_05_02.png,Color_Shift,KADID-10k/images/I71.png,2.27 KADID-10k/images/I71_05_03.png,Color_Shift,KADID-10k/images/I71.png,1.87 KADID-10k/images/I71_05_04.png,Color_Shift,KADID-10k/images/I71.png,1.87 KADID-10k/images/I71_05_05.png,Color_Shift,KADID-10k/images/I71.png,1.77 KADID-10k/images/I71_06_01.png,Color_Quantization,KADID-10k/images/I71.png,3.7 KADID-10k/images/I71_06_02.png,Color_Quantization,KADID-10k/images/I71.png,3.8 KADID-10k/images/I71_06_03.png,Color_Quantization,KADID-10k/images/I71.png,3.33 KADID-10k/images/I71_06_04.png,Color_Quantization,KADID-10k/images/I71.png,3.23 KADID-10k/images/I71_06_05.png,Color_Quantization,KADID-10k/images/I71.png,2.67 KADID-10k/images/I71_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I71.png,3 KADID-10k/images/I71_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I71.png,2.47 KADID-10k/images/I71_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I71.png,2.4 KADID-10k/images/I71_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I71.png,2 KADID-10k/images/I71_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I71.png,1.87 KADID-10k/images/I71_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I71.png,4.77 KADID-10k/images/I71_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I71.png,3.2 KADID-10k/images/I71_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I71.png,2.52 KADID-10k/images/I71_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I71.png,1.7 KADID-10k/images/I71_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I71.png,1.27 KADID-10k/images/I71_09_01.png,JP2K,KADID-10k/images/I71.png,4.53 KADID-10k/images/I71_09_02.png,JP2K,KADID-10k/images/I71.png,3.87 KADID-10k/images/I71_09_03.png,JP2K,KADID-10k/images/I71.png,3.6 KADID-10k/images/I71_09_04.png,JP2K,KADID-10k/images/I71.png,1.87 KADID-10k/images/I71_09_05.png,JP2K,KADID-10k/images/I71.png,1.07 KADID-10k/images/I71_10_01.png,JPEG,KADID-10k/images/I71.png,4.27 KADID-10k/images/I71_10_02.png,JPEG,KADID-10k/images/I71.png,3.87 KADID-10k/images/I71_10_03.png,JPEG,KADID-10k/images/I71.png,3.19 KADID-10k/images/I71_10_04.png,JPEG,KADID-10k/images/I71.png,1.43 KADID-10k/images/I71_10_05.png,JPEG,KADID-10k/images/I71.png,1.33 KADID-10k/images/I71_11_01.png,AWGN,KADID-10k/images/I71.png,3.33 KADID-10k/images/I71_11_02.png,AWGN,KADID-10k/images/I71.png,2.83 KADID-10k/images/I71_11_03.png,AWGN,KADID-10k/images/I71.png,2.47 KADID-10k/images/I71_11_04.png,AWGN,KADID-10k/images/I71.png,2.47 KADID-10k/images/I71_11_05.png,AWGN,KADID-10k/images/I71.png,1.93 KADID-10k/images/I71_12_01.png,AWGN_YCbCr,KADID-10k/images/I71.png,4.27 KADID-10k/images/I71_12_02.png,AWGN_YCbCr,KADID-10k/images/I71.png,3.3 KADID-10k/images/I71_12_03.png,AWGN_YCbCr,KADID-10k/images/I71.png,2.77 KADID-10k/images/I71_12_04.png,AWGN_YCbCr,KADID-10k/images/I71.png,2.33 KADID-10k/images/I71_12_05.png,AWGN_YCbCr,KADID-10k/images/I71.png,2.2 KADID-10k/images/I71_13_01.png,Impulse_Noise,KADID-10k/images/I71.png,3.5 KADID-10k/images/I71_13_02.png,Impulse_Noise,KADID-10k/images/I71.png,2.6 KADID-10k/images/I71_13_03.png,Impulse_Noise,KADID-10k/images/I71.png,2.53 KADID-10k/images/I71_13_04.png,Impulse_Noise,KADID-10k/images/I71.png,2.4 KADID-10k/images/I71_13_05.png,Impulse_Noise,KADID-10k/images/I71.png,2.07 KADID-10k/images/I71_14_01.png,Multiplicative_Noise,KADID-10k/images/I71.png,3.7 KADID-10k/images/I71_14_02.png,Multiplicative_Noise,KADID-10k/images/I71.png,2.87 KADID-10k/images/I71_14_03.png,Multiplicative_Noise,KADID-10k/images/I71.png,2.37 KADID-10k/images/I71_14_04.png,Multiplicative_Noise,KADID-10k/images/I71.png,1.87 KADID-10k/images/I71_14_05.png,Multiplicative_Noise,KADID-10k/images/I71.png,1.67 KADID-10k/images/I71_15_01.png,Denoising,KADID-10k/images/I71.png,3 KADID-10k/images/I71_15_02.png,Denoising,KADID-10k/images/I71.png,1.83 KADID-10k/images/I71_15_03.png,Denoising,KADID-10k/images/I71.png,1.67 KADID-10k/images/I71_15_04.png,Denoising,KADID-10k/images/I71.png,1.3 KADID-10k/images/I71_15_05.png,Denoising,KADID-10k/images/I71.png,1.17 KADID-10k/images/I71_16_01.png,Brighten,KADID-10k/images/I71.png,4.33 KADID-10k/images/I71_16_02.png,Brighten,KADID-10k/images/I71.png,4.17 KADID-10k/images/I71_16_03.png,Brighten,KADID-10k/images/I71.png,3.5 KADID-10k/images/I71_16_04.png,Brighten,KADID-10k/images/I71.png,2.17 KADID-10k/images/I71_16_05.png,Brighten,KADID-10k/images/I71.png,1.4 KADID-10k/images/I71_17_01.png,Darken,KADID-10k/images/I71.png,4.43 KADID-10k/images/I71_17_02.png,Darken,KADID-10k/images/I71.png,4.4 KADID-10k/images/I71_17_03.png,Darken,KADID-10k/images/I71.png,4.23 KADID-10k/images/I71_17_04.png,Darken,KADID-10k/images/I71.png,3.63 KADID-10k/images/I71_17_05.png,Darken,KADID-10k/images/I71.png,2.5 KADID-10k/images/I71_18_01.png,Mean_Shift,KADID-10k/images/I71.png,3.73 KADID-10k/images/I71_18_02.png,Mean_Shift,KADID-10k/images/I71.png,4.3 KADID-10k/images/I71_18_03.png,Mean_Shift,KADID-10k/images/I71.png,4.63 KADID-10k/images/I71_18_04.png,Mean_Shift,KADID-10k/images/I71.png,4.2 KADID-10k/images/I71_18_05.png,Mean_Shift,KADID-10k/images/I71.png,3.81 KADID-10k/images/I71_19_01.png,Jitter,KADID-10k/images/I71.png,4.53 KADID-10k/images/I71_19_02.png,Jitter,KADID-10k/images/I71.png,3.7 KADID-10k/images/I71_19_03.png,Jitter,KADID-10k/images/I71.png,2.87 KADID-10k/images/I71_19_04.png,Jitter,KADID-10k/images/I71.png,1.53 KADID-10k/images/I71_19_05.png,Jitter,KADID-10k/images/I71.png,1.6 KADID-10k/images/I71_20_01.png,Non-eccentricity_patch,KADID-10k/images/I71.png,4.47 KADID-10k/images/I71_20_02.png,Non-eccentricity_patch,KADID-10k/images/I71.png,3.7 KADID-10k/images/I71_20_03.png,Non-eccentricity_patch,KADID-10k/images/I71.png,2.73 KADID-10k/images/I71_20_04.png,Non-eccentricity_patch,KADID-10k/images/I71.png,2.43 KADID-10k/images/I71_20_05.png,Non-eccentricity_patch,KADID-10k/images/I71.png,2.63 KADID-10k/images/I71_21_01.png,Pixelate,KADID-10k/images/I71.png,3.43 KADID-10k/images/I71_21_02.png,Pixelate,KADID-10k/images/I71.png,2.93 KADID-10k/images/I71_21_03.png,Pixelate,KADID-10k/images/I71.png,2.6 KADID-10k/images/I71_21_04.png,Pixelate,KADID-10k/images/I71.png,2.63 KADID-10k/images/I71_21_05.png,Pixelate,KADID-10k/images/I71.png,1.5 KADID-10k/images/I71_22_01.png,Quantization,KADID-10k/images/I71.png,4 KADID-10k/images/I71_22_02.png,Quantization,KADID-10k/images/I71.png,3.53 KADID-10k/images/I71_22_03.png,Quantization,KADID-10k/images/I71.png,3.5 KADID-10k/images/I71_22_04.png,Quantization,KADID-10k/images/I71.png,3.17 KADID-10k/images/I71_22_05.png,Quantization,KADID-10k/images/I71.png,2.53 KADID-10k/images/I71_23_01.png,Color_Block,KADID-10k/images/I71.png,2.3 KADID-10k/images/I71_23_02.png,Color_Block,KADID-10k/images/I71.png,2.43 KADID-10k/images/I71_23_03.png,Color_Block,KADID-10k/images/I71.png,1.8 KADID-10k/images/I71_23_04.png,Color_Block,KADID-10k/images/I71.png,2.03 KADID-10k/images/I71_23_05.png,Color_Block,KADID-10k/images/I71.png,2.1 KADID-10k/images/I71_24_01.png,High_Sharpen,KADID-10k/images/I71.png,3.77 KADID-10k/images/I71_24_02.png,High_Sharpen,KADID-10k/images/I71.png,2.93 KADID-10k/images/I71_24_03.png,High_Sharpen,KADID-10k/images/I71.png,2.27 KADID-10k/images/I71_24_04.png,High_Sharpen,KADID-10k/images/I71.png,1.8 KADID-10k/images/I71_24_05.png,High_Sharpen,KADID-10k/images/I71.png,1.3 KADID-10k/images/I71_25_01.png,Contrast Dist.,KADID-10k/images/I71.png,3.3 KADID-10k/images/I71_25_02.png,Contrast Dist.,KADID-10k/images/I71.png,3.73 KADID-10k/images/I71_25_03.png,Contrast Dist.,KADID-10k/images/I71.png,4.23 KADID-10k/images/I71_25_04.png,Contrast Dist.,KADID-10k/images/I71.png,4.3 KADID-10k/images/I71_25_05.png,Contrast Dist.,KADID-10k/images/I71.png,3.77 KADID-10k/images/I72_01_01.png,GBLUR,KADID-10k/images/I72.png,4.33 KADID-10k/images/I72_01_02.png,GBLUR,KADID-10k/images/I72.png,4.27 KADID-10k/images/I72_01_03.png,GBLUR,KADID-10k/images/I72.png,2.63 KADID-10k/images/I72_01_04.png,GBLUR,KADID-10k/images/I72.png,1.83 KADID-10k/images/I72_01_05.png,GBLUR,KADID-10k/images/I72.png,1.03 KADID-10k/images/I72_02_01.png,Lens_Blur,KADID-10k/images/I72.png,3.47 KADID-10k/images/I72_02_02.png,Lens_Blur,KADID-10k/images/I72.png,2.33 KADID-10k/images/I72_02_03.png,Lens_Blur,KADID-10k/images/I72.png,1.6 KADID-10k/images/I72_02_04.png,Lens_Blur,KADID-10k/images/I72.png,1.27 KADID-10k/images/I72_02_05.png,Lens_Blur,KADID-10k/images/I72.png,1.13 KADID-10k/images/I72_03_01.png,Motion_Blur,KADID-10k/images/I72.png,4.53 KADID-10k/images/I72_03_02.png,Motion_Blur,KADID-10k/images/I72.png,4.07 KADID-10k/images/I72_03_03.png,Motion_Blur,KADID-10k/images/I72.png,2.93 KADID-10k/images/I72_03_04.png,Motion_Blur,KADID-10k/images/I72.png,1.9 KADID-10k/images/I72_03_05.png,Motion_Blur,KADID-10k/images/I72.png,1.5 KADID-10k/images/I72_04_01.png,Color_Diffusion,KADID-10k/images/I72.png,4.27 KADID-10k/images/I72_04_02.png,Color_Diffusion,KADID-10k/images/I72.png,2.63 KADID-10k/images/I72_04_03.png,Color_Diffusion,KADID-10k/images/I72.png,2.07 KADID-10k/images/I72_04_04.png,Color_Diffusion,KADID-10k/images/I72.png,1.5 KADID-10k/images/I72_04_05.png,Color_Diffusion,KADID-10k/images/I72.png,1.6 KADID-10k/images/I72_05_01.png,Color_Shift,KADID-10k/images/I72.png,4.17 KADID-10k/images/I72_05_02.png,Color_Shift,KADID-10k/images/I72.png,2.2 KADID-10k/images/I72_05_03.png,Color_Shift,KADID-10k/images/I72.png,1.57 KADID-10k/images/I72_05_04.png,Color_Shift,KADID-10k/images/I72.png,1.4 KADID-10k/images/I72_05_05.png,Color_Shift,KADID-10k/images/I72.png,1.27 KADID-10k/images/I72_06_01.png,Color_Quantization,KADID-10k/images/I72.png,4.07 KADID-10k/images/I72_06_02.png,Color_Quantization,KADID-10k/images/I72.png,3.83 KADID-10k/images/I72_06_03.png,Color_Quantization,KADID-10k/images/I72.png,3.1 KADID-10k/images/I72_06_04.png,Color_Quantization,KADID-10k/images/I72.png,2.7 KADID-10k/images/I72_06_05.png,Color_Quantization,KADID-10k/images/I72.png,2.17 KADID-10k/images/I72_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I72.png,2.4 KADID-10k/images/I72_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I72.png,2.7 KADID-10k/images/I72_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I72.png,2.27 KADID-10k/images/I72_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I72.png,2.37 KADID-10k/images/I72_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I72.png,2.23 KADID-10k/images/I72_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I72.png,4.33 KADID-10k/images/I72_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I72.png,3.33 KADID-10k/images/I72_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I72.png,2.6 KADID-10k/images/I72_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I72.png,1.3 KADID-10k/images/I72_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I72.png,1.23 KADID-10k/images/I72_09_01.png,JP2K,KADID-10k/images/I72.png,4.47 KADID-10k/images/I72_09_02.png,JP2K,KADID-10k/images/I72.png,4.4 KADID-10k/images/I72_09_03.png,JP2K,KADID-10k/images/I72.png,4.06 KADID-10k/images/I72_09_04.png,JP2K,KADID-10k/images/I72.png,2.17 KADID-10k/images/I72_09_05.png,JP2K,KADID-10k/images/I72.png,1.4 KADID-10k/images/I72_10_01.png,JPEG,KADID-10k/images/I72.png,4.17 KADID-10k/images/I72_10_02.png,JPEG,KADID-10k/images/I72.png,4.03 KADID-10k/images/I72_10_03.png,JPEG,KADID-10k/images/I72.png,3.9 KADID-10k/images/I72_10_04.png,JPEG,KADID-10k/images/I72.png,1.83 KADID-10k/images/I72_10_05.png,JPEG,KADID-10k/images/I72.png,1.4 KADID-10k/images/I72_11_01.png,AWGN,KADID-10k/images/I72.png,3.93 KADID-10k/images/I72_11_02.png,AWGN,KADID-10k/images/I72.png,3.5 KADID-10k/images/I72_11_03.png,AWGN,KADID-10k/images/I72.png,3 KADID-10k/images/I72_11_04.png,AWGN,KADID-10k/images/I72.png,2.5 KADID-10k/images/I72_11_05.png,AWGN,KADID-10k/images/I72.png,2.33 KADID-10k/images/I72_12_01.png,AWGN_YCbCr,KADID-10k/images/I72.png,4.3 KADID-10k/images/I72_12_02.png,AWGN_YCbCr,KADID-10k/images/I72.png,3.53 KADID-10k/images/I72_12_03.png,AWGN_YCbCr,KADID-10k/images/I72.png,3.23 KADID-10k/images/I72_12_04.png,AWGN_YCbCr,KADID-10k/images/I72.png,2.63 KADID-10k/images/I72_12_05.png,AWGN_YCbCr,KADID-10k/images/I72.png,2.1 KADID-10k/images/I72_13_01.png,Impulse_Noise,KADID-10k/images/I72.png,3.87 KADID-10k/images/I72_13_02.png,Impulse_Noise,KADID-10k/images/I72.png,2.97 KADID-10k/images/I72_13_03.png,Impulse_Noise,KADID-10k/images/I72.png,2.63 KADID-10k/images/I72_13_04.png,Impulse_Noise,KADID-10k/images/I72.png,2.3 KADID-10k/images/I72_13_05.png,Impulse_Noise,KADID-10k/images/I72.png,2.1 KADID-10k/images/I72_14_01.png,Multiplicative_Noise,KADID-10k/images/I72.png,4.33 KADID-10k/images/I72_14_02.png,Multiplicative_Noise,KADID-10k/images/I72.png,3.23 KADID-10k/images/I72_14_03.png,Multiplicative_Noise,KADID-10k/images/I72.png,2.52 KADID-10k/images/I72_14_04.png,Multiplicative_Noise,KADID-10k/images/I72.png,2.43 KADID-10k/images/I72_14_05.png,Multiplicative_Noise,KADID-10k/images/I72.png,1.7 KADID-10k/images/I72_15_01.png,Denoising,KADID-10k/images/I72.png,3.77 KADID-10k/images/I72_15_02.png,Denoising,KADID-10k/images/I72.png,2.9 KADID-10k/images/I72_15_03.png,Denoising,KADID-10k/images/I72.png,2.47 KADID-10k/images/I72_15_04.png,Denoising,KADID-10k/images/I72.png,1.77 KADID-10k/images/I72_15_05.png,Denoising,KADID-10k/images/I72.png,1.57 KADID-10k/images/I72_16_01.png,Brighten,KADID-10k/images/I72.png,4.57 KADID-10k/images/I72_16_02.png,Brighten,KADID-10k/images/I72.png,4 KADID-10k/images/I72_16_03.png,Brighten,KADID-10k/images/I72.png,3.33 KADID-10k/images/I72_16_04.png,Brighten,KADID-10k/images/I72.png,2.33 KADID-10k/images/I72_16_05.png,Brighten,KADID-10k/images/I72.png,1.55 KADID-10k/images/I72_17_01.png,Darken,KADID-10k/images/I72.png,4.5 KADID-10k/images/I72_17_02.png,Darken,KADID-10k/images/I72.png,4.43 KADID-10k/images/I72_17_03.png,Darken,KADID-10k/images/I72.png,4.6 KADID-10k/images/I72_17_04.png,Darken,KADID-10k/images/I72.png,3.67 KADID-10k/images/I72_17_05.png,Darken,KADID-10k/images/I72.png,2.2 KADID-10k/images/I72_18_01.png,Mean_Shift,KADID-10k/images/I72.png,3.47 KADID-10k/images/I72_18_02.png,Mean_Shift,KADID-10k/images/I72.png,4.23 KADID-10k/images/I72_18_03.png,Mean_Shift,KADID-10k/images/I72.png,4.5 KADID-10k/images/I72_18_04.png,Mean_Shift,KADID-10k/images/I72.png,4.17 KADID-10k/images/I72_18_05.png,Mean_Shift,KADID-10k/images/I72.png,3.87 KADID-10k/images/I72_19_01.png,Jitter,KADID-10k/images/I72.png,4.2 KADID-10k/images/I72_19_02.png,Jitter,KADID-10k/images/I72.png,3.6 KADID-10k/images/I72_19_03.png,Jitter,KADID-10k/images/I72.png,2.5 KADID-10k/images/I72_19_04.png,Jitter,KADID-10k/images/I72.png,1.53 KADID-10k/images/I72_19_05.png,Jitter,KADID-10k/images/I72.png,1.3 KADID-10k/images/I72_20_01.png,Non-eccentricity_patch,KADID-10k/images/I72.png,4.43 KADID-10k/images/I72_20_02.png,Non-eccentricity_patch,KADID-10k/images/I72.png,3.9 KADID-10k/images/I72_20_03.png,Non-eccentricity_patch,KADID-10k/images/I72.png,3.9 KADID-10k/images/I72_20_04.png,Non-eccentricity_patch,KADID-10k/images/I72.png,3.6 KADID-10k/images/I72_20_05.png,Non-eccentricity_patch,KADID-10k/images/I72.png,4.1 KADID-10k/images/I72_21_01.png,Pixelate,KADID-10k/images/I72.png,3.73 KADID-10k/images/I72_21_02.png,Pixelate,KADID-10k/images/I72.png,2.37 KADID-10k/images/I72_21_03.png,Pixelate,KADID-10k/images/I72.png,1.97 KADID-10k/images/I72_21_04.png,Pixelate,KADID-10k/images/I72.png,2.07 KADID-10k/images/I72_21_05.png,Pixelate,KADID-10k/images/I72.png,1.23 KADID-10k/images/I72_22_01.png,Quantization,KADID-10k/images/I72.png,4.5 KADID-10k/images/I72_22_02.png,Quantization,KADID-10k/images/I72.png,4.1 KADID-10k/images/I72_22_03.png,Quantization,KADID-10k/images/I72.png,3.87 KADID-10k/images/I72_22_04.png,Quantization,KADID-10k/images/I72.png,3.53 KADID-10k/images/I72_22_05.png,Quantization,KADID-10k/images/I72.png,3.3 KADID-10k/images/I72_23_01.png,Color_Block,KADID-10k/images/I72.png,2.2 KADID-10k/images/I72_23_02.png,Color_Block,KADID-10k/images/I72.png,2.33 KADID-10k/images/I72_23_03.png,Color_Block,KADID-10k/images/I72.png,1.93 KADID-10k/images/I72_23_04.png,Color_Block,KADID-10k/images/I72.png,1.8 KADID-10k/images/I72_23_05.png,Color_Block,KADID-10k/images/I72.png,1.97 KADID-10k/images/I72_24_01.png,High_Sharpen,KADID-10k/images/I72.png,2.94 KADID-10k/images/I72_24_02.png,High_Sharpen,KADID-10k/images/I72.png,1.8 KADID-10k/images/I72_24_03.png,High_Sharpen,KADID-10k/images/I72.png,1.77 KADID-10k/images/I72_24_04.png,High_Sharpen,KADID-10k/images/I72.png,1.27 KADID-10k/images/I72_24_05.png,High_Sharpen,KADID-10k/images/I72.png,1.33 KADID-10k/images/I72_25_01.png,Contrast Dist.,KADID-10k/images/I72.png,2.5 KADID-10k/images/I72_25_02.png,Contrast Dist.,KADID-10k/images/I72.png,3.6 KADID-10k/images/I72_25_03.png,Contrast Dist.,KADID-10k/images/I72.png,4.07 KADID-10k/images/I72_25_04.png,Contrast Dist.,KADID-10k/images/I72.png,4.2 KADID-10k/images/I72_25_05.png,Contrast Dist.,KADID-10k/images/I72.png,3.5 KADID-10k/images/I73_01_01.png,GBLUR,KADID-10k/images/I73.png,4.63 KADID-10k/images/I73_01_02.png,GBLUR,KADID-10k/images/I73.png,4.6 KADID-10k/images/I73_01_03.png,GBLUR,KADID-10k/images/I73.png,3.13 KADID-10k/images/I73_01_04.png,GBLUR,KADID-10k/images/I73.png,1.93 KADID-10k/images/I73_01_05.png,GBLUR,KADID-10k/images/I73.png,1.17 KADID-10k/images/I73_02_01.png,Lens_Blur,KADID-10k/images/I73.png,4.33 KADID-10k/images/I73_02_02.png,Lens_Blur,KADID-10k/images/I73.png,2.35 KADID-10k/images/I73_02_03.png,Lens_Blur,KADID-10k/images/I73.png,1.8 KADID-10k/images/I73_02_04.png,Lens_Blur,KADID-10k/images/I73.png,1.3 KADID-10k/images/I73_02_05.png,Lens_Blur,KADID-10k/images/I73.png,1.17 KADID-10k/images/I73_03_01.png,Motion_Blur,KADID-10k/images/I73.png,4.63 KADID-10k/images/I73_03_02.png,Motion_Blur,KADID-10k/images/I73.png,4.43 KADID-10k/images/I73_03_03.png,Motion_Blur,KADID-10k/images/I73.png,3.37 KADID-10k/images/I73_03_04.png,Motion_Blur,KADID-10k/images/I73.png,2.2 KADID-10k/images/I73_03_05.png,Motion_Blur,KADID-10k/images/I73.png,1.77 KADID-10k/images/I73_04_01.png,Color_Diffusion,KADID-10k/images/I73.png,4.5 KADID-10k/images/I73_04_02.png,Color_Diffusion,KADID-10k/images/I73.png,3.03 KADID-10k/images/I73_04_03.png,Color_Diffusion,KADID-10k/images/I73.png,2.03 KADID-10k/images/I73_04_04.png,Color_Diffusion,KADID-10k/images/I73.png,1.7 KADID-10k/images/I73_04_05.png,Color_Diffusion,KADID-10k/images/I73.png,1.4 KADID-10k/images/I73_05_01.png,Color_Shift,KADID-10k/images/I73.png,4.07 KADID-10k/images/I73_05_02.png,Color_Shift,KADID-10k/images/I73.png,3.2 KADID-10k/images/I73_05_03.png,Color_Shift,KADID-10k/images/I73.png,2.4 KADID-10k/images/I73_05_04.png,Color_Shift,KADID-10k/images/I73.png,2.47 KADID-10k/images/I73_05_05.png,Color_Shift,KADID-10k/images/I73.png,1.73 KADID-10k/images/I73_06_01.png,Color_Quantization,KADID-10k/images/I73.png,4.53 KADID-10k/images/I73_06_02.png,Color_Quantization,KADID-10k/images/I73.png,4.27 KADID-10k/images/I73_06_03.png,Color_Quantization,KADID-10k/images/I73.png,4.07 KADID-10k/images/I73_06_04.png,Color_Quantization,KADID-10k/images/I73.png,3.43 KADID-10k/images/I73_06_05.png,Color_Quantization,KADID-10k/images/I73.png,3.2 KADID-10k/images/I73_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I73.png,3.07 KADID-10k/images/I73_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I73.png,2.57 KADID-10k/images/I73_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I73.png,2.2 KADID-10k/images/I73_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I73.png,2.37 KADID-10k/images/I73_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I73.png,1.83 KADID-10k/images/I73_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I73.png,4.57 KADID-10k/images/I73_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I73.png,3.33 KADID-10k/images/I73_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I73.png,2.97 KADID-10k/images/I73_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I73.png,2.07 KADID-10k/images/I73_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I73.png,1.94 KADID-10k/images/I73_09_01.png,JP2K,KADID-10k/images/I73.png,4.73 KADID-10k/images/I73_09_02.png,JP2K,KADID-10k/images/I73.png,3.93 KADID-10k/images/I73_09_03.png,JP2K,KADID-10k/images/I73.png,2.93 KADID-10k/images/I73_09_04.png,JP2K,KADID-10k/images/I73.png,1.8 KADID-10k/images/I73_09_05.png,JP2K,KADID-10k/images/I73.png,1.43 KADID-10k/images/I73_10_01.png,JPEG,KADID-10k/images/I73.png,4.53 KADID-10k/images/I73_10_02.png,JPEG,KADID-10k/images/I73.png,4.07 KADID-10k/images/I73_10_03.png,JPEG,KADID-10k/images/I73.png,3.63 KADID-10k/images/I73_10_04.png,JPEG,KADID-10k/images/I73.png,2 KADID-10k/images/I73_10_05.png,JPEG,KADID-10k/images/I73.png,1.27 KADID-10k/images/I73_11_01.png,AWGN,KADID-10k/images/I73.png,3.93 KADID-10k/images/I73_11_02.png,AWGN,KADID-10k/images/I73.png,3.53 KADID-10k/images/I73_11_03.png,AWGN,KADID-10k/images/I73.png,2.57 KADID-10k/images/I73_11_04.png,AWGN,KADID-10k/images/I73.png,2.73 KADID-10k/images/I73_11_05.png,AWGN,KADID-10k/images/I73.png,2.26 KADID-10k/images/I73_12_01.png,AWGN_YCbCr,KADID-10k/images/I73.png,4.6 KADID-10k/images/I73_12_02.png,AWGN_YCbCr,KADID-10k/images/I73.png,3.57 KADID-10k/images/I73_12_03.png,AWGN_YCbCr,KADID-10k/images/I73.png,3.03 KADID-10k/images/I73_12_04.png,AWGN_YCbCr,KADID-10k/images/I73.png,2.47 KADID-10k/images/I73_12_05.png,AWGN_YCbCr,KADID-10k/images/I73.png,2.23 KADID-10k/images/I73_13_01.png,Impulse_Noise,KADID-10k/images/I73.png,3.03 KADID-10k/images/I73_13_02.png,Impulse_Noise,KADID-10k/images/I73.png,2.73 KADID-10k/images/I73_13_03.png,Impulse_Noise,KADID-10k/images/I73.png,2.47 KADID-10k/images/I73_13_04.png,Impulse_Noise,KADID-10k/images/I73.png,2.4 KADID-10k/images/I73_13_05.png,Impulse_Noise,KADID-10k/images/I73.png,2.2 KADID-10k/images/I73_14_01.png,Multiplicative_Noise,KADID-10k/images/I73.png,4.6 KADID-10k/images/I73_14_02.png,Multiplicative_Noise,KADID-10k/images/I73.png,3.5 KADID-10k/images/I73_14_03.png,Multiplicative_Noise,KADID-10k/images/I73.png,2.73 KADID-10k/images/I73_14_04.png,Multiplicative_Noise,KADID-10k/images/I73.png,2.63 KADID-10k/images/I73_14_05.png,Multiplicative_Noise,KADID-10k/images/I73.png,1.93 KADID-10k/images/I73_15_01.png,Denoising,KADID-10k/images/I73.png,3.8 KADID-10k/images/I73_15_02.png,Denoising,KADID-10k/images/I73.png,2.63 KADID-10k/images/I73_15_03.png,Denoising,KADID-10k/images/I73.png,2.07 KADID-10k/images/I73_15_04.png,Denoising,KADID-10k/images/I73.png,1.8 KADID-10k/images/I73_15_05.png,Denoising,KADID-10k/images/I73.png,1.63 KADID-10k/images/I73_16_01.png,Brighten,KADID-10k/images/I73.png,4.57 KADID-10k/images/I73_16_02.png,Brighten,KADID-10k/images/I73.png,4.37 KADID-10k/images/I73_16_03.png,Brighten,KADID-10k/images/I73.png,4 KADID-10k/images/I73_16_04.png,Brighten,KADID-10k/images/I73.png,3.1 KADID-10k/images/I73_16_05.png,Brighten,KADID-10k/images/I73.png,2.17 KADID-10k/images/I73_17_01.png,Darken,KADID-10k/images/I73.png,4.83 KADID-10k/images/I73_17_02.png,Darken,KADID-10k/images/I73.png,4.6 KADID-10k/images/I73_17_03.png,Darken,KADID-10k/images/I73.png,4.33 KADID-10k/images/I73_17_04.png,Darken,KADID-10k/images/I73.png,3.83 KADID-10k/images/I73_17_05.png,Darken,KADID-10k/images/I73.png,2.83 KADID-10k/images/I73_18_01.png,Mean_Shift,KADID-10k/images/I73.png,4.17 KADID-10k/images/I73_18_02.png,Mean_Shift,KADID-10k/images/I73.png,4.3 KADID-10k/images/I73_18_03.png,Mean_Shift,KADID-10k/images/I73.png,4.63 KADID-10k/images/I73_18_04.png,Mean_Shift,KADID-10k/images/I73.png,4.5 KADID-10k/images/I73_18_05.png,Mean_Shift,KADID-10k/images/I73.png,4.27 KADID-10k/images/I73_19_01.png,Jitter,KADID-10k/images/I73.png,4.57 KADID-10k/images/I73_19_02.png,Jitter,KADID-10k/images/I73.png,4.03 KADID-10k/images/I73_19_03.png,Jitter,KADID-10k/images/I73.png,2.93 KADID-10k/images/I73_19_04.png,Jitter,KADID-10k/images/I73.png,1.67 KADID-10k/images/I73_19_05.png,Jitter,KADID-10k/images/I73.png,1.16 KADID-10k/images/I73_20_01.png,Non-eccentricity_patch,KADID-10k/images/I73.png,3.33 KADID-10k/images/I73_20_02.png,Non-eccentricity_patch,KADID-10k/images/I73.png,3.87 KADID-10k/images/I73_20_03.png,Non-eccentricity_patch,KADID-10k/images/I73.png,2.43 KADID-10k/images/I73_20_04.png,Non-eccentricity_patch,KADID-10k/images/I73.png,3.35 KADID-10k/images/I73_20_05.png,Non-eccentricity_patch,KADID-10k/images/I73.png,2.4 KADID-10k/images/I73_21_01.png,Pixelate,KADID-10k/images/I73.png,2.83 KADID-10k/images/I73_21_02.png,Pixelate,KADID-10k/images/I73.png,2.7 KADID-10k/images/I73_21_03.png,Pixelate,KADID-10k/images/I73.png,2.1 KADID-10k/images/I73_21_04.png,Pixelate,KADID-10k/images/I73.png,2.07 KADID-10k/images/I73_21_05.png,Pixelate,KADID-10k/images/I73.png,1.33 KADID-10k/images/I73_22_01.png,Quantization,KADID-10k/images/I73.png,4.33 KADID-10k/images/I73_22_02.png,Quantization,KADID-10k/images/I73.png,4.17 KADID-10k/images/I73_22_03.png,Quantization,KADID-10k/images/I73.png,3.8 KADID-10k/images/I73_22_04.png,Quantization,KADID-10k/images/I73.png,3.27 KADID-10k/images/I73_22_05.png,Quantization,KADID-10k/images/I73.png,2.93 KADID-10k/images/I73_23_01.png,Color_Block,KADID-10k/images/I73.png,2.83 KADID-10k/images/I73_23_02.png,Color_Block,KADID-10k/images/I73.png,2.33 KADID-10k/images/I73_23_03.png,Color_Block,KADID-10k/images/I73.png,2.47 KADID-10k/images/I73_23_04.png,Color_Block,KADID-10k/images/I73.png,2.07 KADID-10k/images/I73_23_05.png,Color_Block,KADID-10k/images/I73.png,2.53 KADID-10k/images/I73_24_01.png,High_Sharpen,KADID-10k/images/I73.png,4.3 KADID-10k/images/I73_24_02.png,High_Sharpen,KADID-10k/images/I73.png,3.2 KADID-10k/images/I73_24_03.png,High_Sharpen,KADID-10k/images/I73.png,2.47 KADID-10k/images/I73_24_04.png,High_Sharpen,KADID-10k/images/I73.png,2 KADID-10k/images/I73_24_05.png,High_Sharpen,KADID-10k/images/I73.png,1.53 KADID-10k/images/I73_25_01.png,Contrast Dist.,KADID-10k/images/I73.png,3.57 KADID-10k/images/I73_25_02.png,Contrast Dist.,KADID-10k/images/I73.png,4.09 KADID-10k/images/I73_25_03.png,Contrast Dist.,KADID-10k/images/I73.png,4.5 KADID-10k/images/I73_25_04.png,Contrast Dist.,KADID-10k/images/I73.png,4.23 KADID-10k/images/I73_25_05.png,Contrast Dist.,KADID-10k/images/I73.png,3.33 KADID-10k/images/I74_01_01.png,GBLUR,KADID-10k/images/I74.png,4.7 KADID-10k/images/I74_01_02.png,GBLUR,KADID-10k/images/I74.png,4.43 KADID-10k/images/I74_01_03.png,GBLUR,KADID-10k/images/I74.png,3 KADID-10k/images/I74_01_04.png,GBLUR,KADID-10k/images/I74.png,2.1 KADID-10k/images/I74_01_05.png,GBLUR,KADID-10k/images/I74.png,1.4 KADID-10k/images/I74_02_01.png,Lens_Blur,KADID-10k/images/I74.png,4.1 KADID-10k/images/I74_02_02.png,Lens_Blur,KADID-10k/images/I74.png,2.87 KADID-10k/images/I74_02_03.png,Lens_Blur,KADID-10k/images/I74.png,1.83 KADID-10k/images/I74_02_04.png,Lens_Blur,KADID-10k/images/I74.png,1.37 KADID-10k/images/I74_02_05.png,Lens_Blur,KADID-10k/images/I74.png,1.39 KADID-10k/images/I74_03_01.png,Motion_Blur,KADID-10k/images/I74.png,4.57 KADID-10k/images/I74_03_02.png,Motion_Blur,KADID-10k/images/I74.png,4.33 KADID-10k/images/I74_03_03.png,Motion_Blur,KADID-10k/images/I74.png,3 KADID-10k/images/I74_03_04.png,Motion_Blur,KADID-10k/images/I74.png,2.27 KADID-10k/images/I74_03_05.png,Motion_Blur,KADID-10k/images/I74.png,1.73 KADID-10k/images/I74_04_01.png,Color_Diffusion,KADID-10k/images/I74.png,4.58 KADID-10k/images/I74_04_02.png,Color_Diffusion,KADID-10k/images/I74.png,2.9 KADID-10k/images/I74_04_03.png,Color_Diffusion,KADID-10k/images/I74.png,2.47 KADID-10k/images/I74_04_04.png,Color_Diffusion,KADID-10k/images/I74.png,2.13 KADID-10k/images/I74_04_05.png,Color_Diffusion,KADID-10k/images/I74.png,1.57 KADID-10k/images/I74_05_01.png,Color_Shift,KADID-10k/images/I74.png,4.6 KADID-10k/images/I74_05_02.png,Color_Shift,KADID-10k/images/I74.png,2.9 KADID-10k/images/I74_05_03.png,Color_Shift,KADID-10k/images/I74.png,1.8 KADID-10k/images/I74_05_04.png,Color_Shift,KADID-10k/images/I74.png,1.8 KADID-10k/images/I74_05_05.png,Color_Shift,KADID-10k/images/I74.png,1.3 KADID-10k/images/I74_06_01.png,Color_Quantization,KADID-10k/images/I74.png,4.3 KADID-10k/images/I74_06_02.png,Color_Quantization,KADID-10k/images/I74.png,4.23 KADID-10k/images/I74_06_03.png,Color_Quantization,KADID-10k/images/I74.png,4.1 KADID-10k/images/I74_06_04.png,Color_Quantization,KADID-10k/images/I74.png,3.23 KADID-10k/images/I74_06_05.png,Color_Quantization,KADID-10k/images/I74.png,2.77 KADID-10k/images/I74_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I74.png,2.73 KADID-10k/images/I74_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I74.png,2.33 KADID-10k/images/I74_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I74.png,2.8 KADID-10k/images/I74_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I74.png,2.1 KADID-10k/images/I74_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I74.png,2.4 KADID-10k/images/I74_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I74.png,4.6 KADID-10k/images/I74_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I74.png,3 KADID-10k/images/I74_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I74.png,2.63 KADID-10k/images/I74_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I74.png,1.83 KADID-10k/images/I74_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I74.png,1.63 KADID-10k/images/I74_09_01.png,JP2K,KADID-10k/images/I74.png,4.4 KADID-10k/images/I74_09_02.png,JP2K,KADID-10k/images/I74.png,4.57 KADID-10k/images/I74_09_03.png,JP2K,KADID-10k/images/I74.png,4.03 KADID-10k/images/I74_09_04.png,JP2K,KADID-10k/images/I74.png,2.57 KADID-10k/images/I74_09_05.png,JP2K,KADID-10k/images/I74.png,1.23 KADID-10k/images/I74_10_01.png,JPEG,KADID-10k/images/I74.png,4.37 KADID-10k/images/I74_10_02.png,JPEG,KADID-10k/images/I74.png,4.5 KADID-10k/images/I74_10_03.png,JPEG,KADID-10k/images/I74.png,4.13 KADID-10k/images/I74_10_04.png,JPEG,KADID-10k/images/I74.png,2.9 KADID-10k/images/I74_10_05.png,JPEG,KADID-10k/images/I74.png,2.03 KADID-10k/images/I74_11_01.png,AWGN,KADID-10k/images/I74.png,4.4 KADID-10k/images/I74_11_02.png,AWGN,KADID-10k/images/I74.png,4.23 KADID-10k/images/I74_11_03.png,AWGN,KADID-10k/images/I74.png,3.73 KADID-10k/images/I74_11_04.png,AWGN,KADID-10k/images/I74.png,3.43 KADID-10k/images/I74_11_05.png,AWGN,KADID-10k/images/I74.png,3.23 KADID-10k/images/I74_12_01.png,AWGN_YCbCr,KADID-10k/images/I74.png,4.37 KADID-10k/images/I74_12_02.png,AWGN_YCbCr,KADID-10k/images/I74.png,4.37 KADID-10k/images/I74_12_03.png,AWGN_YCbCr,KADID-10k/images/I74.png,4 KADID-10k/images/I74_12_04.png,AWGN_YCbCr,KADID-10k/images/I74.png,3.58 KADID-10k/images/I74_12_05.png,AWGN_YCbCr,KADID-10k/images/I74.png,3.19 KADID-10k/images/I74_13_01.png,Impulse_Noise,KADID-10k/images/I74.png,4.2 KADID-10k/images/I74_13_02.png,Impulse_Noise,KADID-10k/images/I74.png,3.73 KADID-10k/images/I74_13_03.png,Impulse_Noise,KADID-10k/images/I74.png,3 KADID-10k/images/I74_13_04.png,Impulse_Noise,KADID-10k/images/I74.png,2.6 KADID-10k/images/I74_13_05.png,Impulse_Noise,KADID-10k/images/I74.png,2.13 KADID-10k/images/I74_14_01.png,Multiplicative_Noise,KADID-10k/images/I74.png,4.67 KADID-10k/images/I74_14_02.png,Multiplicative_Noise,KADID-10k/images/I74.png,4.3 KADID-10k/images/I74_14_03.png,Multiplicative_Noise,KADID-10k/images/I74.png,3.73 KADID-10k/images/I74_14_04.png,Multiplicative_Noise,KADID-10k/images/I74.png,3 KADID-10k/images/I74_14_05.png,Multiplicative_Noise,KADID-10k/images/I74.png,2.6 KADID-10k/images/I74_15_01.png,Denoising,KADID-10k/images/I74.png,4.07 KADID-10k/images/I74_15_02.png,Denoising,KADID-10k/images/I74.png,3.07 KADID-10k/images/I74_15_03.png,Denoising,KADID-10k/images/I74.png,2.53 KADID-10k/images/I74_15_04.png,Denoising,KADID-10k/images/I74.png,1.93 KADID-10k/images/I74_15_05.png,Denoising,KADID-10k/images/I74.png,1.87 KADID-10k/images/I74_16_01.png,Brighten,KADID-10k/images/I74.png,4.3 KADID-10k/images/I74_16_02.png,Brighten,KADID-10k/images/I74.png,4.42 KADID-10k/images/I74_16_03.png,Brighten,KADID-10k/images/I74.png,3.67 KADID-10k/images/I74_16_04.png,Brighten,KADID-10k/images/I74.png,2.6 KADID-10k/images/I74_16_05.png,Brighten,KADID-10k/images/I74.png,1.77 KADID-10k/images/I74_17_01.png,Darken,KADID-10k/images/I74.png,4.8 KADID-10k/images/I74_17_02.png,Darken,KADID-10k/images/I74.png,4.33 KADID-10k/images/I74_17_03.png,Darken,KADID-10k/images/I74.png,4.17 KADID-10k/images/I74_17_04.png,Darken,KADID-10k/images/I74.png,4 KADID-10k/images/I74_17_05.png,Darken,KADID-10k/images/I74.png,2.67 KADID-10k/images/I74_18_01.png,Mean_Shift,KADID-10k/images/I74.png,4.2 KADID-10k/images/I74_18_02.png,Mean_Shift,KADID-10k/images/I74.png,4.6 KADID-10k/images/I74_18_03.png,Mean_Shift,KADID-10k/images/I74.png,4.43 KADID-10k/images/I74_18_04.png,Mean_Shift,KADID-10k/images/I74.png,4.4 KADID-10k/images/I74_18_05.png,Mean_Shift,KADID-10k/images/I74.png,3.87 KADID-10k/images/I74_19_01.png,Jitter,KADID-10k/images/I74.png,4.33 KADID-10k/images/I74_19_02.png,Jitter,KADID-10k/images/I74.png,4.1 KADID-10k/images/I74_19_03.png,Jitter,KADID-10k/images/I74.png,2.73 KADID-10k/images/I74_19_04.png,Jitter,KADID-10k/images/I74.png,1.5 KADID-10k/images/I74_19_05.png,Jitter,KADID-10k/images/I74.png,1.53 KADID-10k/images/I74_20_01.png,Non-eccentricity_patch,KADID-10k/images/I74.png,4.3 KADID-10k/images/I74_20_02.png,Non-eccentricity_patch,KADID-10k/images/I74.png,3.67 KADID-10k/images/I74_20_03.png,Non-eccentricity_patch,KADID-10k/images/I74.png,3.63 KADID-10k/images/I74_20_04.png,Non-eccentricity_patch,KADID-10k/images/I74.png,3.1 KADID-10k/images/I74_20_05.png,Non-eccentricity_patch,KADID-10k/images/I74.png,2.67 KADID-10k/images/I74_21_01.png,Pixelate,KADID-10k/images/I74.png,3.93 KADID-10k/images/I74_21_02.png,Pixelate,KADID-10k/images/I74.png,3.23 KADID-10k/images/I74_21_03.png,Pixelate,KADID-10k/images/I74.png,2.27 KADID-10k/images/I74_21_04.png,Pixelate,KADID-10k/images/I74.png,2.43 KADID-10k/images/I74_21_05.png,Pixelate,KADID-10k/images/I74.png,1.47 KADID-10k/images/I74_22_01.png,Quantization,KADID-10k/images/I74.png,4.43 KADID-10k/images/I74_22_02.png,Quantization,KADID-10k/images/I74.png,4.5 KADID-10k/images/I74_22_03.png,Quantization,KADID-10k/images/I74.png,4.3 KADID-10k/images/I74_22_04.png,Quantization,KADID-10k/images/I74.png,4.4 KADID-10k/images/I74_22_05.png,Quantization,KADID-10k/images/I74.png,3.67 KADID-10k/images/I74_23_01.png,Color_Block,KADID-10k/images/I74.png,2.27 KADID-10k/images/I74_23_02.png,Color_Block,KADID-10k/images/I74.png,2.3 KADID-10k/images/I74_23_03.png,Color_Block,KADID-10k/images/I74.png,2.23 KADID-10k/images/I74_23_04.png,Color_Block,KADID-10k/images/I74.png,1.83 KADID-10k/images/I74_23_05.png,Color_Block,KADID-10k/images/I74.png,2.03 KADID-10k/images/I74_24_01.png,High_Sharpen,KADID-10k/images/I74.png,3.63 KADID-10k/images/I74_24_02.png,High_Sharpen,KADID-10k/images/I74.png,2.63 KADID-10k/images/I74_24_03.png,High_Sharpen,KADID-10k/images/I74.png,2.33 KADID-10k/images/I74_24_04.png,High_Sharpen,KADID-10k/images/I74.png,1.73 KADID-10k/images/I74_24_05.png,High_Sharpen,KADID-10k/images/I74.png,1.3 KADID-10k/images/I74_25_01.png,Contrast Dist.,KADID-10k/images/I74.png,3.5 KADID-10k/images/I74_25_02.png,Contrast Dist.,KADID-10k/images/I74.png,3.87 KADID-10k/images/I74_25_03.png,Contrast Dist.,KADID-10k/images/I74.png,4.43 KADID-10k/images/I74_25_04.png,Contrast Dist.,KADID-10k/images/I74.png,3.9 KADID-10k/images/I74_25_05.png,Contrast Dist.,KADID-10k/images/I74.png,3.03 KADID-10k/images/I75_01_01.png,GBLUR,KADID-10k/images/I75.png,4.37 KADID-10k/images/I75_01_02.png,GBLUR,KADID-10k/images/I75.png,4.43 KADID-10k/images/I75_01_03.png,GBLUR,KADID-10k/images/I75.png,2.5 KADID-10k/images/I75_01_04.png,GBLUR,KADID-10k/images/I75.png,1.87 KADID-10k/images/I75_01_05.png,GBLUR,KADID-10k/images/I75.png,1.4 KADID-10k/images/I75_02_01.png,Lens_Blur,KADID-10k/images/I75.png,4.03 KADID-10k/images/I75_02_02.png,Lens_Blur,KADID-10k/images/I75.png,2.67 KADID-10k/images/I75_02_03.png,Lens_Blur,KADID-10k/images/I75.png,1.52 KADID-10k/images/I75_02_04.png,Lens_Blur,KADID-10k/images/I75.png,1.6 KADID-10k/images/I75_02_05.png,Lens_Blur,KADID-10k/images/I75.png,1.27 KADID-10k/images/I75_03_01.png,Motion_Blur,KADID-10k/images/I75.png,4.5 KADID-10k/images/I75_03_02.png,Motion_Blur,KADID-10k/images/I75.png,3.97 KADID-10k/images/I75_03_03.png,Motion_Blur,KADID-10k/images/I75.png,2.57 KADID-10k/images/I75_03_04.png,Motion_Blur,KADID-10k/images/I75.png,2.03 KADID-10k/images/I75_03_05.png,Motion_Blur,KADID-10k/images/I75.png,1.8 KADID-10k/images/I75_04_01.png,Color_Diffusion,KADID-10k/images/I75.png,4.47 KADID-10k/images/I75_04_02.png,Color_Diffusion,KADID-10k/images/I75.png,2.61 KADID-10k/images/I75_04_03.png,Color_Diffusion,KADID-10k/images/I75.png,1.73 KADID-10k/images/I75_04_04.png,Color_Diffusion,KADID-10k/images/I75.png,1.7 KADID-10k/images/I75_04_05.png,Color_Diffusion,KADID-10k/images/I75.png,1.6 KADID-10k/images/I75_05_01.png,Color_Shift,KADID-10k/images/I75.png,4.13 KADID-10k/images/I75_05_02.png,Color_Shift,KADID-10k/images/I75.png,1.93 KADID-10k/images/I75_05_03.png,Color_Shift,KADID-10k/images/I75.png,1.84 KADID-10k/images/I75_05_04.png,Color_Shift,KADID-10k/images/I75.png,1.6 KADID-10k/images/I75_05_05.png,Color_Shift,KADID-10k/images/I75.png,1.77 KADID-10k/images/I75_06_01.png,Color_Quantization,KADID-10k/images/I75.png,4.33 KADID-10k/images/I75_06_02.png,Color_Quantization,KADID-10k/images/I75.png,4.13 KADID-10k/images/I75_06_03.png,Color_Quantization,KADID-10k/images/I75.png,3.93 KADID-10k/images/I75_06_04.png,Color_Quantization,KADID-10k/images/I75.png,3.5 KADID-10k/images/I75_06_05.png,Color_Quantization,KADID-10k/images/I75.png,2.8 KADID-10k/images/I75_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I75.png,2.63 KADID-10k/images/I75_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I75.png,2.53 KADID-10k/images/I75_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I75.png,2.97 KADID-10k/images/I75_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I75.png,2.13 KADID-10k/images/I75_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I75.png,2.27 KADID-10k/images/I75_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I75.png,4.67 KADID-10k/images/I75_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I75.png,2.87 KADID-10k/images/I75_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I75.png,2.6 KADID-10k/images/I75_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I75.png,2.27 KADID-10k/images/I75_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I75.png,1.83 KADID-10k/images/I75_09_01.png,JP2K,KADID-10k/images/I75.png,4.5 KADID-10k/images/I75_09_02.png,JP2K,KADID-10k/images/I75.png,4.53 KADID-10k/images/I75_09_03.png,JP2K,KADID-10k/images/I75.png,4.6 KADID-10k/images/I75_09_04.png,JP2K,KADID-10k/images/I75.png,3.4 KADID-10k/images/I75_09_05.png,JP2K,KADID-10k/images/I75.png,1.8 KADID-10k/images/I75_10_01.png,JPEG,KADID-10k/images/I75.png,4.13 KADID-10k/images/I75_10_02.png,JPEG,KADID-10k/images/I75.png,4.13 KADID-10k/images/I75_10_03.png,JPEG,KADID-10k/images/I75.png,3.77 KADID-10k/images/I75_10_04.png,JPEG,KADID-10k/images/I75.png,1.6 KADID-10k/images/I75_10_05.png,JPEG,KADID-10k/images/I75.png,1.23 KADID-10k/images/I75_11_01.png,AWGN,KADID-10k/images/I75.png,3.63 KADID-10k/images/I75_11_02.png,AWGN,KADID-10k/images/I75.png,3.1 KADID-10k/images/I75_11_03.png,AWGN,KADID-10k/images/I75.png,2.77 KADID-10k/images/I75_11_04.png,AWGN,KADID-10k/images/I75.png,2.77 KADID-10k/images/I75_11_05.png,AWGN,KADID-10k/images/I75.png,2.4 KADID-10k/images/I75_12_01.png,AWGN_YCbCr,KADID-10k/images/I75.png,4.53 KADID-10k/images/I75_12_02.png,AWGN_YCbCr,KADID-10k/images/I75.png,3.27 KADID-10k/images/I75_12_03.png,AWGN_YCbCr,KADID-10k/images/I75.png,3.03 KADID-10k/images/I75_12_04.png,AWGN_YCbCr,KADID-10k/images/I75.png,2.53 KADID-10k/images/I75_12_05.png,AWGN_YCbCr,KADID-10k/images/I75.png,2.4 KADID-10k/images/I75_13_01.png,Impulse_Noise,KADID-10k/images/I75.png,3.47 KADID-10k/images/I75_13_02.png,Impulse_Noise,KADID-10k/images/I75.png,2.57 KADID-10k/images/I75_13_03.png,Impulse_Noise,KADID-10k/images/I75.png,2.5 KADID-10k/images/I75_13_04.png,Impulse_Noise,KADID-10k/images/I75.png,2.43 KADID-10k/images/I75_13_05.png,Impulse_Noise,KADID-10k/images/I75.png,2 KADID-10k/images/I75_14_01.png,Multiplicative_Noise,KADID-10k/images/I75.png,4.2 KADID-10k/images/I75_14_02.png,Multiplicative_Noise,KADID-10k/images/I75.png,3.33 KADID-10k/images/I75_14_03.png,Multiplicative_Noise,KADID-10k/images/I75.png,2.87 KADID-10k/images/I75_14_04.png,Multiplicative_Noise,KADID-10k/images/I75.png,2.27 KADID-10k/images/I75_14_05.png,Multiplicative_Noise,KADID-10k/images/I75.png,2 KADID-10k/images/I75_15_01.png,Denoising,KADID-10k/images/I75.png,3.73 KADID-10k/images/I75_15_02.png,Denoising,KADID-10k/images/I75.png,2.7 KADID-10k/images/I75_15_03.png,Denoising,KADID-10k/images/I75.png,2.03 KADID-10k/images/I75_15_04.png,Denoising,KADID-10k/images/I75.png,1.67 KADID-10k/images/I75_15_05.png,Denoising,KADID-10k/images/I75.png,1.17 KADID-10k/images/I75_16_01.png,Brighten,KADID-10k/images/I75.png,4.53 KADID-10k/images/I75_16_02.png,Brighten,KADID-10k/images/I75.png,4.03 KADID-10k/images/I75_16_03.png,Brighten,KADID-10k/images/I75.png,3.5 KADID-10k/images/I75_16_04.png,Brighten,KADID-10k/images/I75.png,2.97 KADID-10k/images/I75_16_05.png,Brighten,KADID-10k/images/I75.png,1.87 KADID-10k/images/I75_17_01.png,Darken,KADID-10k/images/I75.png,4.67 KADID-10k/images/I75_17_02.png,Darken,KADID-10k/images/I75.png,4.5 KADID-10k/images/I75_17_03.png,Darken,KADID-10k/images/I75.png,4.3 KADID-10k/images/I75_17_04.png,Darken,KADID-10k/images/I75.png,3.27 KADID-10k/images/I75_17_05.png,Darken,KADID-10k/images/I75.png,1.83 KADID-10k/images/I75_18_01.png,Mean_Shift,KADID-10k/images/I75.png,4.2 KADID-10k/images/I75_18_02.png,Mean_Shift,KADID-10k/images/I75.png,4.5 KADID-10k/images/I75_18_03.png,Mean_Shift,KADID-10k/images/I75.png,4.8 KADID-10k/images/I75_18_04.png,Mean_Shift,KADID-10k/images/I75.png,4.32 KADID-10k/images/I75_18_05.png,Mean_Shift,KADID-10k/images/I75.png,3.5 KADID-10k/images/I75_19_01.png,Jitter,KADID-10k/images/I75.png,4.47 KADID-10k/images/I75_19_02.png,Jitter,KADID-10k/images/I75.png,3.97 KADID-10k/images/I75_19_03.png,Jitter,KADID-10k/images/I75.png,3.23 KADID-10k/images/I75_19_04.png,Jitter,KADID-10k/images/I75.png,1.67 KADID-10k/images/I75_19_05.png,Jitter,KADID-10k/images/I75.png,1.2 KADID-10k/images/I75_20_01.png,Non-eccentricity_patch,KADID-10k/images/I75.png,3.33 KADID-10k/images/I75_20_02.png,Non-eccentricity_patch,KADID-10k/images/I75.png,3.93 KADID-10k/images/I75_20_03.png,Non-eccentricity_patch,KADID-10k/images/I75.png,2.87 KADID-10k/images/I75_20_04.png,Non-eccentricity_patch,KADID-10k/images/I75.png,2.83 KADID-10k/images/I75_20_05.png,Non-eccentricity_patch,KADID-10k/images/I75.png,3.07 KADID-10k/images/I75_21_01.png,Pixelate,KADID-10k/images/I75.png,3.5 KADID-10k/images/I75_21_02.png,Pixelate,KADID-10k/images/I75.png,2.33 KADID-10k/images/I75_21_03.png,Pixelate,KADID-10k/images/I75.png,2.47 KADID-10k/images/I75_21_04.png,Pixelate,KADID-10k/images/I75.png,2.3 KADID-10k/images/I75_21_05.png,Pixelate,KADID-10k/images/I75.png,1.43 KADID-10k/images/I75_22_01.png,Quantization,KADID-10k/images/I75.png,4.4 KADID-10k/images/I75_22_02.png,Quantization,KADID-10k/images/I75.png,3.83 KADID-10k/images/I75_22_03.png,Quantization,KADID-10k/images/I75.png,3.63 KADID-10k/images/I75_22_04.png,Quantization,KADID-10k/images/I75.png,2.57 KADID-10k/images/I75_22_05.png,Quantization,KADID-10k/images/I75.png,2.37 KADID-10k/images/I75_23_01.png,Color_Block,KADID-10k/images/I75.png,2.5 KADID-10k/images/I75_23_02.png,Color_Block,KADID-10k/images/I75.png,2.33 KADID-10k/images/I75_23_03.png,Color_Block,KADID-10k/images/I75.png,2.1 KADID-10k/images/I75_23_04.png,Color_Block,KADID-10k/images/I75.png,1.83 KADID-10k/images/I75_23_05.png,Color_Block,KADID-10k/images/I75.png,1.9 KADID-10k/images/I75_24_01.png,High_Sharpen,KADID-10k/images/I75.png,3.53 KADID-10k/images/I75_24_02.png,High_Sharpen,KADID-10k/images/I75.png,2.4 KADID-10k/images/I75_24_03.png,High_Sharpen,KADID-10k/images/I75.png,2.3 KADID-10k/images/I75_24_04.png,High_Sharpen,KADID-10k/images/I75.png,1.73 KADID-10k/images/I75_24_05.png,High_Sharpen,KADID-10k/images/I75.png,1.4 KADID-10k/images/I75_25_01.png,Contrast Dist.,KADID-10k/images/I75.png,3.27 KADID-10k/images/I75_25_02.png,Contrast Dist.,KADID-10k/images/I75.png,3.8 KADID-10k/images/I75_25_03.png,Contrast Dist.,KADID-10k/images/I75.png,4.43 KADID-10k/images/I75_25_04.png,Contrast Dist.,KADID-10k/images/I75.png,3.97 KADID-10k/images/I75_25_05.png,Contrast Dist.,KADID-10k/images/I75.png,2.87 KADID-10k/images/I76_01_01.png,GBLUR,KADID-10k/images/I76.png,4.71 KADID-10k/images/I76_01_02.png,GBLUR,KADID-10k/images/I76.png,4.47 KADID-10k/images/I76_01_03.png,GBLUR,KADID-10k/images/I76.png,2.87 KADID-10k/images/I76_01_04.png,GBLUR,KADID-10k/images/I76.png,1.57 KADID-10k/images/I76_01_05.png,GBLUR,KADID-10k/images/I76.png,1.33 KADID-10k/images/I76_02_01.png,Lens_Blur,KADID-10k/images/I76.png,3.83 KADID-10k/images/I76_02_02.png,Lens_Blur,KADID-10k/images/I76.png,2.6 KADID-10k/images/I76_02_03.png,Lens_Blur,KADID-10k/images/I76.png,1.6 KADID-10k/images/I76_02_04.png,Lens_Blur,KADID-10k/images/I76.png,1.27 KADID-10k/images/I76_02_05.png,Lens_Blur,KADID-10k/images/I76.png,1.27 KADID-10k/images/I76_03_01.png,Motion_Blur,KADID-10k/images/I76.png,4.7 KADID-10k/images/I76_03_02.png,Motion_Blur,KADID-10k/images/I76.png,3.83 KADID-10k/images/I76_03_03.png,Motion_Blur,KADID-10k/images/I76.png,2.53 KADID-10k/images/I76_03_04.png,Motion_Blur,KADID-10k/images/I76.png,1.83 KADID-10k/images/I76_03_05.png,Motion_Blur,KADID-10k/images/I76.png,1.63 KADID-10k/images/I76_04_01.png,Color_Diffusion,KADID-10k/images/I76.png,4.57 KADID-10k/images/I76_04_02.png,Color_Diffusion,KADID-10k/images/I76.png,2.57 KADID-10k/images/I76_04_03.png,Color_Diffusion,KADID-10k/images/I76.png,1.63 KADID-10k/images/I76_04_04.png,Color_Diffusion,KADID-10k/images/I76.png,1.58 KADID-10k/images/I76_04_05.png,Color_Diffusion,KADID-10k/images/I76.png,1.33 KADID-10k/images/I76_05_01.png,Color_Shift,KADID-10k/images/I76.png,4.5 KADID-10k/images/I76_05_02.png,Color_Shift,KADID-10k/images/I76.png,2.47 KADID-10k/images/I76_05_03.png,Color_Shift,KADID-10k/images/I76.png,1.73 KADID-10k/images/I76_05_04.png,Color_Shift,KADID-10k/images/I76.png,1.73 KADID-10k/images/I76_05_05.png,Color_Shift,KADID-10k/images/I76.png,1.77 KADID-10k/images/I76_06_01.png,Color_Quantization,KADID-10k/images/I76.png,4.27 KADID-10k/images/I76_06_02.png,Color_Quantization,KADID-10k/images/I76.png,3.97 KADID-10k/images/I76_06_03.png,Color_Quantization,KADID-10k/images/I76.png,3.6 KADID-10k/images/I76_06_04.png,Color_Quantization,KADID-10k/images/I76.png,3.07 KADID-10k/images/I76_06_05.png,Color_Quantization,KADID-10k/images/I76.png,2.27 KADID-10k/images/I76_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I76.png,3.07 KADID-10k/images/I76_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I76.png,2.37 KADID-10k/images/I76_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I76.png,2.6 KADID-10k/images/I76_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I76.png,2.4 KADID-10k/images/I76_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I76.png,2.13 KADID-10k/images/I76_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I76.png,4.5 KADID-10k/images/I76_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I76.png,3.3 KADID-10k/images/I76_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I76.png,2.33 KADID-10k/images/I76_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I76.png,1.57 KADID-10k/images/I76_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I76.png,1.37 KADID-10k/images/I76_09_01.png,JP2K,KADID-10k/images/I76.png,4.23 KADID-10k/images/I76_09_02.png,JP2K,KADID-10k/images/I76.png,3.5 KADID-10k/images/I76_09_03.png,JP2K,KADID-10k/images/I76.png,3.1 KADID-10k/images/I76_09_04.png,JP2K,KADID-10k/images/I76.png,1.6 KADID-10k/images/I76_09_05.png,JP2K,KADID-10k/images/I76.png,1.47 KADID-10k/images/I76_10_01.png,JPEG,KADID-10k/images/I76.png,4.4 KADID-10k/images/I76_10_02.png,JPEG,KADID-10k/images/I76.png,4.07 KADID-10k/images/I76_10_03.png,JPEG,KADID-10k/images/I76.png,3.8 KADID-10k/images/I76_10_04.png,JPEG,KADID-10k/images/I76.png,1.87 KADID-10k/images/I76_10_05.png,JPEG,KADID-10k/images/I76.png,1.4 KADID-10k/images/I76_11_01.png,AWGN,KADID-10k/images/I76.png,4.07 KADID-10k/images/I76_11_02.png,AWGN,KADID-10k/images/I76.png,3.67 KADID-10k/images/I76_11_03.png,AWGN,KADID-10k/images/I76.png,3.17 KADID-10k/images/I76_11_04.png,AWGN,KADID-10k/images/I76.png,2.97 KADID-10k/images/I76_11_05.png,AWGN,KADID-10k/images/I76.png,2.3 KADID-10k/images/I76_12_01.png,AWGN_YCbCr,KADID-10k/images/I76.png,4.27 KADID-10k/images/I76_12_02.png,AWGN_YCbCr,KADID-10k/images/I76.png,3.7 KADID-10k/images/I76_12_03.png,AWGN_YCbCr,KADID-10k/images/I76.png,3.47 KADID-10k/images/I76_12_04.png,AWGN_YCbCr,KADID-10k/images/I76.png,2.77 KADID-10k/images/I76_12_05.png,AWGN_YCbCr,KADID-10k/images/I76.png,2.3 KADID-10k/images/I76_13_01.png,Impulse_Noise,KADID-10k/images/I76.png,4.13 KADID-10k/images/I76_13_02.png,Impulse_Noise,KADID-10k/images/I76.png,2.83 KADID-10k/images/I76_13_03.png,Impulse_Noise,KADID-10k/images/I76.png,2.63 KADID-10k/images/I76_13_04.png,Impulse_Noise,KADID-10k/images/I76.png,2.1 KADID-10k/images/I76_13_05.png,Impulse_Noise,KADID-10k/images/I76.png,2.23 KADID-10k/images/I76_14_01.png,Multiplicative_Noise,KADID-10k/images/I76.png,4.4 KADID-10k/images/I76_14_02.png,Multiplicative_Noise,KADID-10k/images/I76.png,3.97 KADID-10k/images/I76_14_03.png,Multiplicative_Noise,KADID-10k/images/I76.png,3.39 KADID-10k/images/I76_14_04.png,Multiplicative_Noise,KADID-10k/images/I76.png,3.17 KADID-10k/images/I76_14_05.png,Multiplicative_Noise,KADID-10k/images/I76.png,2.3 KADID-10k/images/I76_15_01.png,Denoising,KADID-10k/images/I76.png,3.84 KADID-10k/images/I76_15_02.png,Denoising,KADID-10k/images/I76.png,2.83 KADID-10k/images/I76_15_03.png,Denoising,KADID-10k/images/I76.png,2.6 KADID-10k/images/I76_15_04.png,Denoising,KADID-10k/images/I76.png,1.53 KADID-10k/images/I76_15_05.png,Denoising,KADID-10k/images/I76.png,1.37 KADID-10k/images/I76_16_01.png,Brighten,KADID-10k/images/I76.png,4.4 KADID-10k/images/I76_16_02.png,Brighten,KADID-10k/images/I76.png,4.23 KADID-10k/images/I76_16_03.png,Brighten,KADID-10k/images/I76.png,3.67 KADID-10k/images/I76_16_04.png,Brighten,KADID-10k/images/I76.png,2.33 KADID-10k/images/I76_16_05.png,Brighten,KADID-10k/images/I76.png,2.23 KADID-10k/images/I76_17_01.png,Darken,KADID-10k/images/I76.png,4.63 KADID-10k/images/I76_17_02.png,Darken,KADID-10k/images/I76.png,4.43 KADID-10k/images/I76_17_03.png,Darken,KADID-10k/images/I76.png,4.13 KADID-10k/images/I76_17_04.png,Darken,KADID-10k/images/I76.png,3.93 KADID-10k/images/I76_17_05.png,Darken,KADID-10k/images/I76.png,1.87 KADID-10k/images/I76_18_01.png,Mean_Shift,KADID-10k/images/I76.png,4.4 KADID-10k/images/I76_18_02.png,Mean_Shift,KADID-10k/images/I76.png,4.47 KADID-10k/images/I76_18_03.png,Mean_Shift,KADID-10k/images/I76.png,4.58 KADID-10k/images/I76_18_04.png,Mean_Shift,KADID-10k/images/I76.png,4.27 KADID-10k/images/I76_18_05.png,Mean_Shift,KADID-10k/images/I76.png,3.9 KADID-10k/images/I76_19_01.png,Jitter,KADID-10k/images/I76.png,4.2 KADID-10k/images/I76_19_02.png,Jitter,KADID-10k/images/I76.png,3.73 KADID-10k/images/I76_19_03.png,Jitter,KADID-10k/images/I76.png,3.07 KADID-10k/images/I76_19_04.png,Jitter,KADID-10k/images/I76.png,1.33 KADID-10k/images/I76_19_05.png,Jitter,KADID-10k/images/I76.png,1.33 KADID-10k/images/I76_20_01.png,Non-eccentricity_patch,KADID-10k/images/I76.png,4.33 KADID-10k/images/I76_20_02.png,Non-eccentricity_patch,KADID-10k/images/I76.png,4.37 KADID-10k/images/I76_20_03.png,Non-eccentricity_patch,KADID-10k/images/I76.png,4.53 KADID-10k/images/I76_20_04.png,Non-eccentricity_patch,KADID-10k/images/I76.png,4 KADID-10k/images/I76_20_05.png,Non-eccentricity_patch,KADID-10k/images/I76.png,3.77 KADID-10k/images/I76_21_01.png,Pixelate,KADID-10k/images/I76.png,3.83 KADID-10k/images/I76_21_02.png,Pixelate,KADID-10k/images/I76.png,2.6 KADID-10k/images/I76_21_03.png,Pixelate,KADID-10k/images/I76.png,2.57 KADID-10k/images/I76_21_04.png,Pixelate,KADID-10k/images/I76.png,2.3 KADID-10k/images/I76_21_05.png,Pixelate,KADID-10k/images/I76.png,1.17 KADID-10k/images/I76_22_01.png,Quantization,KADID-10k/images/I76.png,4.4 KADID-10k/images/I76_22_02.png,Quantization,KADID-10k/images/I76.png,4.47 KADID-10k/images/I76_22_03.png,Quantization,KADID-10k/images/I76.png,4.13 KADID-10k/images/I76_22_04.png,Quantization,KADID-10k/images/I76.png,4.2 KADID-10k/images/I76_22_05.png,Quantization,KADID-10k/images/I76.png,3.37 KADID-10k/images/I76_23_01.png,Color_Block,KADID-10k/images/I76.png,2.73 KADID-10k/images/I76_23_02.png,Color_Block,KADID-10k/images/I76.png,2.47 KADID-10k/images/I76_23_03.png,Color_Block,KADID-10k/images/I76.png,2.27 KADID-10k/images/I76_23_04.png,Color_Block,KADID-10k/images/I76.png,2.17 KADID-10k/images/I76_23_05.png,Color_Block,KADID-10k/images/I76.png,1.77 KADID-10k/images/I76_24_01.png,High_Sharpen,KADID-10k/images/I76.png,3.27 KADID-10k/images/I76_24_02.png,High_Sharpen,KADID-10k/images/I76.png,2.3 KADID-10k/images/I76_24_03.png,High_Sharpen,KADID-10k/images/I76.png,2 KADID-10k/images/I76_24_04.png,High_Sharpen,KADID-10k/images/I76.png,1.53 KADID-10k/images/I76_24_05.png,High_Sharpen,KADID-10k/images/I76.png,1.1 KADID-10k/images/I76_25_01.png,Contrast Dist.,KADID-10k/images/I76.png,3.17 KADID-10k/images/I76_25_02.png,Contrast Dist.,KADID-10k/images/I76.png,3.83 KADID-10k/images/I76_25_03.png,Contrast Dist.,KADID-10k/images/I76.png,3.87 KADID-10k/images/I76_25_04.png,Contrast Dist.,KADID-10k/images/I76.png,4.17 KADID-10k/images/I76_25_05.png,Contrast Dist.,KADID-10k/images/I76.png,3.27 KADID-10k/images/I77_01_01.png,GBLUR,KADID-10k/images/I77.png,4.63 KADID-10k/images/I77_01_02.png,GBLUR,KADID-10k/images/I77.png,4.6 KADID-10k/images/I77_01_03.png,GBLUR,KADID-10k/images/I77.png,2.87 KADID-10k/images/I77_01_04.png,GBLUR,KADID-10k/images/I77.png,2 KADID-10k/images/I77_01_05.png,GBLUR,KADID-10k/images/I77.png,1.43 KADID-10k/images/I77_02_01.png,Lens_Blur,KADID-10k/images/I77.png,3.81 KADID-10k/images/I77_02_02.png,Lens_Blur,KADID-10k/images/I77.png,2.8 KADID-10k/images/I77_02_03.png,Lens_Blur,KADID-10k/images/I77.png,1.87 KADID-10k/images/I77_02_04.png,Lens_Blur,KADID-10k/images/I77.png,1.47 KADID-10k/images/I77_02_05.png,Lens_Blur,KADID-10k/images/I77.png,1.47 KADID-10k/images/I77_03_01.png,Motion_Blur,KADID-10k/images/I77.png,4.65 KADID-10k/images/I77_03_02.png,Motion_Blur,KADID-10k/images/I77.png,4.07 KADID-10k/images/I77_03_03.png,Motion_Blur,KADID-10k/images/I77.png,2.77 KADID-10k/images/I77_03_04.png,Motion_Blur,KADID-10k/images/I77.png,2.07 KADID-10k/images/I77_03_05.png,Motion_Blur,KADID-10k/images/I77.png,1.57 KADID-10k/images/I77_04_01.png,Color_Diffusion,KADID-10k/images/I77.png,4.47 KADID-10k/images/I77_04_02.png,Color_Diffusion,KADID-10k/images/I77.png,1.93 KADID-10k/images/I77_04_03.png,Color_Diffusion,KADID-10k/images/I77.png,1.43 KADID-10k/images/I77_04_04.png,Color_Diffusion,KADID-10k/images/I77.png,1.33 KADID-10k/images/I77_04_05.png,Color_Diffusion,KADID-10k/images/I77.png,1.3 KADID-10k/images/I77_05_01.png,Color_Shift,KADID-10k/images/I77.png,4.5 KADID-10k/images/I77_05_02.png,Color_Shift,KADID-10k/images/I77.png,2.57 KADID-10k/images/I77_05_03.png,Color_Shift,KADID-10k/images/I77.png,2.47 KADID-10k/images/I77_05_04.png,Color_Shift,KADID-10k/images/I77.png,2.3 KADID-10k/images/I77_05_05.png,Color_Shift,KADID-10k/images/I77.png,2.33 KADID-10k/images/I77_06_01.png,Color_Quantization,KADID-10k/images/I77.png,4.37 KADID-10k/images/I77_06_02.png,Color_Quantization,KADID-10k/images/I77.png,3.97 KADID-10k/images/I77_06_03.png,Color_Quantization,KADID-10k/images/I77.png,4 KADID-10k/images/I77_06_04.png,Color_Quantization,KADID-10k/images/I77.png,3.27 KADID-10k/images/I77_06_05.png,Color_Quantization,KADID-10k/images/I77.png,2.73 KADID-10k/images/I77_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I77.png,2.37 KADID-10k/images/I77_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I77.png,2.3 KADID-10k/images/I77_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I77.png,1.93 KADID-10k/images/I77_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I77.png,2.23 KADID-10k/images/I77_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I77.png,1.77 KADID-10k/images/I77_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I77.png,4.73 KADID-10k/images/I77_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I77.png,2.87 KADID-10k/images/I77_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I77.png,2.07 KADID-10k/images/I77_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I77.png,1.32 KADID-10k/images/I77_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I77.png,1.27 KADID-10k/images/I77_09_01.png,JP2K,KADID-10k/images/I77.png,4.83 KADID-10k/images/I77_09_02.png,JP2K,KADID-10k/images/I77.png,4.13 KADID-10k/images/I77_09_03.png,JP2K,KADID-10k/images/I77.png,3.83 KADID-10k/images/I77_09_04.png,JP2K,KADID-10k/images/I77.png,2.27 KADID-10k/images/I77_09_05.png,JP2K,KADID-10k/images/I77.png,1.39 KADID-10k/images/I77_10_01.png,JPEG,KADID-10k/images/I77.png,4.47 KADID-10k/images/I77_10_02.png,JPEG,KADID-10k/images/I77.png,4.37 KADID-10k/images/I77_10_03.png,JPEG,KADID-10k/images/I77.png,4.3 KADID-10k/images/I77_10_04.png,JPEG,KADID-10k/images/I77.png,2.03 KADID-10k/images/I77_10_05.png,JPEG,KADID-10k/images/I77.png,1.39 KADID-10k/images/I77_11_01.png,AWGN,KADID-10k/images/I77.png,4.42 KADID-10k/images/I77_11_02.png,AWGN,KADID-10k/images/I77.png,3.73 KADID-10k/images/I77_11_03.png,AWGN,KADID-10k/images/I77.png,3.5 KADID-10k/images/I77_11_04.png,AWGN,KADID-10k/images/I77.png,2.73 KADID-10k/images/I77_11_05.png,AWGN,KADID-10k/images/I77.png,2.37 KADID-10k/images/I77_12_01.png,AWGN_YCbCr,KADID-10k/images/I77.png,4.53 KADID-10k/images/I77_12_02.png,AWGN_YCbCr,KADID-10k/images/I77.png,4.16 KADID-10k/images/I77_12_03.png,AWGN_YCbCr,KADID-10k/images/I77.png,3.47 KADID-10k/images/I77_12_04.png,AWGN_YCbCr,KADID-10k/images/I77.png,3.13 KADID-10k/images/I77_12_05.png,AWGN_YCbCr,KADID-10k/images/I77.png,2.4 KADID-10k/images/I77_13_01.png,Impulse_Noise,KADID-10k/images/I77.png,3.6 KADID-10k/images/I77_13_02.png,Impulse_Noise,KADID-10k/images/I77.png,3.23 KADID-10k/images/I77_13_03.png,Impulse_Noise,KADID-10k/images/I77.png,2.9 KADID-10k/images/I77_13_04.png,Impulse_Noise,KADID-10k/images/I77.png,2.3 KADID-10k/images/I77_13_05.png,Impulse_Noise,KADID-10k/images/I77.png,2.07 KADID-10k/images/I77_14_01.png,Multiplicative_Noise,KADID-10k/images/I77.png,4.57 KADID-10k/images/I77_14_02.png,Multiplicative_Noise,KADID-10k/images/I77.png,4 KADID-10k/images/I77_14_03.png,Multiplicative_Noise,KADID-10k/images/I77.png,3.63 KADID-10k/images/I77_14_04.png,Multiplicative_Noise,KADID-10k/images/I77.png,3 KADID-10k/images/I77_14_05.png,Multiplicative_Noise,KADID-10k/images/I77.png,2.07 KADID-10k/images/I77_15_01.png,Denoising,KADID-10k/images/I77.png,3.53 KADID-10k/images/I77_15_02.png,Denoising,KADID-10k/images/I77.png,2.77 KADID-10k/images/I77_15_03.png,Denoising,KADID-10k/images/I77.png,2.43 KADID-10k/images/I77_15_04.png,Denoising,KADID-10k/images/I77.png,1.8 KADID-10k/images/I77_15_05.png,Denoising,KADID-10k/images/I77.png,1.73 KADID-10k/images/I77_16_01.png,Brighten,KADID-10k/images/I77.png,4.4 KADID-10k/images/I77_16_02.png,Brighten,KADID-10k/images/I77.png,4.13 KADID-10k/images/I77_16_03.png,Brighten,KADID-10k/images/I77.png,3.77 KADID-10k/images/I77_16_04.png,Brighten,KADID-10k/images/I77.png,3.27 KADID-10k/images/I77_16_05.png,Brighten,KADID-10k/images/I77.png,2.1 KADID-10k/images/I77_17_01.png,Darken,KADID-10k/images/I77.png,4.5 KADID-10k/images/I77_17_02.png,Darken,KADID-10k/images/I77.png,4.77 KADID-10k/images/I77_17_03.png,Darken,KADID-10k/images/I77.png,4.17 KADID-10k/images/I77_17_04.png,Darken,KADID-10k/images/I77.png,3.77 KADID-10k/images/I77_17_05.png,Darken,KADID-10k/images/I77.png,2.23 KADID-10k/images/I77_18_01.png,Mean_Shift,KADID-10k/images/I77.png,4.4 KADID-10k/images/I77_18_02.png,Mean_Shift,KADID-10k/images/I77.png,4.7 KADID-10k/images/I77_18_03.png,Mean_Shift,KADID-10k/images/I77.png,4.5 KADID-10k/images/I77_18_04.png,Mean_Shift,KADID-10k/images/I77.png,4.37 KADID-10k/images/I77_18_05.png,Mean_Shift,KADID-10k/images/I77.png,4.13 KADID-10k/images/I77_19_01.png,Jitter,KADID-10k/images/I77.png,4.1 KADID-10k/images/I77_19_02.png,Jitter,KADID-10k/images/I77.png,4.1 KADID-10k/images/I77_19_03.png,Jitter,KADID-10k/images/I77.png,3.23 KADID-10k/images/I77_19_04.png,Jitter,KADID-10k/images/I77.png,2.23 KADID-10k/images/I77_19_05.png,Jitter,KADID-10k/images/I77.png,1.57 KADID-10k/images/I77_20_01.png,Non-eccentricity_patch,KADID-10k/images/I77.png,4.67 KADID-10k/images/I77_20_02.png,Non-eccentricity_patch,KADID-10k/images/I77.png,4.17 KADID-10k/images/I77_20_03.png,Non-eccentricity_patch,KADID-10k/images/I77.png,4.17 KADID-10k/images/I77_20_04.png,Non-eccentricity_patch,KADID-10k/images/I77.png,4.03 KADID-10k/images/I77_20_05.png,Non-eccentricity_patch,KADID-10k/images/I77.png,3.87 KADID-10k/images/I77_21_01.png,Pixelate,KADID-10k/images/I77.png,3.93 KADID-10k/images/I77_21_02.png,Pixelate,KADID-10k/images/I77.png,3 KADID-10k/images/I77_21_03.png,Pixelate,KADID-10k/images/I77.png,2.83 KADID-10k/images/I77_21_04.png,Pixelate,KADID-10k/images/I77.png,2.7 KADID-10k/images/I77_21_05.png,Pixelate,KADID-10k/images/I77.png,1.77 KADID-10k/images/I77_22_01.png,Quantization,KADID-10k/images/I77.png,4.6 KADID-10k/images/I77_22_02.png,Quantization,KADID-10k/images/I77.png,4.57 KADID-10k/images/I77_22_03.png,Quantization,KADID-10k/images/I77.png,4.27 KADID-10k/images/I77_22_04.png,Quantization,KADID-10k/images/I77.png,4.2 KADID-10k/images/I77_22_05.png,Quantization,KADID-10k/images/I77.png,3.67 KADID-10k/images/I77_23_01.png,Color_Block,KADID-10k/images/I77.png,2.47 KADID-10k/images/I77_23_02.png,Color_Block,KADID-10k/images/I77.png,2 KADID-10k/images/I77_23_03.png,Color_Block,KADID-10k/images/I77.png,1.73 KADID-10k/images/I77_23_04.png,Color_Block,KADID-10k/images/I77.png,2.17 KADID-10k/images/I77_23_05.png,Color_Block,KADID-10k/images/I77.png,2.27 KADID-10k/images/I77_24_01.png,High_Sharpen,KADID-10k/images/I77.png,4.03 KADID-10k/images/I77_24_02.png,High_Sharpen,KADID-10k/images/I77.png,2.63 KADID-10k/images/I77_24_03.png,High_Sharpen,KADID-10k/images/I77.png,2.17 KADID-10k/images/I77_24_04.png,High_Sharpen,KADID-10k/images/I77.png,1.71 KADID-10k/images/I77_24_05.png,High_Sharpen,KADID-10k/images/I77.png,1.27 KADID-10k/images/I77_25_01.png,Contrast Dist.,KADID-10k/images/I77.png,3.83 KADID-10k/images/I77_25_02.png,Contrast Dist.,KADID-10k/images/I77.png,3.87 KADID-10k/images/I77_25_03.png,Contrast Dist.,KADID-10k/images/I77.png,4.4 KADID-10k/images/I77_25_04.png,Contrast Dist.,KADID-10k/images/I77.png,4.17 KADID-10k/images/I77_25_05.png,Contrast Dist.,KADID-10k/images/I77.png,3.7 KADID-10k/images/I78_01_01.png,GBLUR,KADID-10k/images/I78.png,4.5 KADID-10k/images/I78_01_02.png,GBLUR,KADID-10k/images/I78.png,4.43 KADID-10k/images/I78_01_03.png,GBLUR,KADID-10k/images/I78.png,3 KADID-10k/images/I78_01_04.png,GBLUR,KADID-10k/images/I78.png,2.17 KADID-10k/images/I78_01_05.png,GBLUR,KADID-10k/images/I78.png,1.67 KADID-10k/images/I78_02_01.png,Lens_Blur,KADID-10k/images/I78.png,4.13 KADID-10k/images/I78_02_02.png,Lens_Blur,KADID-10k/images/I78.png,2.9 KADID-10k/images/I78_02_03.png,Lens_Blur,KADID-10k/images/I78.png,1.9 KADID-10k/images/I78_02_04.png,Lens_Blur,KADID-10k/images/I78.png,1.67 KADID-10k/images/I78_02_05.png,Lens_Blur,KADID-10k/images/I78.png,1.53 KADID-10k/images/I78_03_01.png,Motion_Blur,KADID-10k/images/I78.png,4.67 KADID-10k/images/I78_03_02.png,Motion_Blur,KADID-10k/images/I78.png,4.48 KADID-10k/images/I78_03_03.png,Motion_Blur,KADID-10k/images/I78.png,2.87 KADID-10k/images/I78_03_04.png,Motion_Blur,KADID-10k/images/I78.png,2.13 KADID-10k/images/I78_03_05.png,Motion_Blur,KADID-10k/images/I78.png,2.1 KADID-10k/images/I78_04_01.png,Color_Diffusion,KADID-10k/images/I78.png,4.6 KADID-10k/images/I78_04_02.png,Color_Diffusion,KADID-10k/images/I78.png,2.87 KADID-10k/images/I78_04_03.png,Color_Diffusion,KADID-10k/images/I78.png,1.9 KADID-10k/images/I78_04_04.png,Color_Diffusion,KADID-10k/images/I78.png,1.5 KADID-10k/images/I78_04_05.png,Color_Diffusion,KADID-10k/images/I78.png,1.47 KADID-10k/images/I78_05_01.png,Color_Shift,KADID-10k/images/I78.png,4.27 KADID-10k/images/I78_05_02.png,Color_Shift,KADID-10k/images/I78.png,3.33 KADID-10k/images/I78_05_03.png,Color_Shift,KADID-10k/images/I78.png,2.3 KADID-10k/images/I78_05_04.png,Color_Shift,KADID-10k/images/I78.png,2.5 KADID-10k/images/I78_05_05.png,Color_Shift,KADID-10k/images/I78.png,2.2 KADID-10k/images/I78_06_01.png,Color_Quantization,KADID-10k/images/I78.png,4.6 KADID-10k/images/I78_06_02.png,Color_Quantization,KADID-10k/images/I78.png,4.33 KADID-10k/images/I78_06_03.png,Color_Quantization,KADID-10k/images/I78.png,3.97 KADID-10k/images/I78_06_04.png,Color_Quantization,KADID-10k/images/I78.png,4.07 KADID-10k/images/I78_06_05.png,Color_Quantization,KADID-10k/images/I78.png,3.33 KADID-10k/images/I78_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I78.png,3.43 KADID-10k/images/I78_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I78.png,2.53 KADID-10k/images/I78_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I78.png,2.37 KADID-10k/images/I78_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I78.png,2 KADID-10k/images/I78_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I78.png,2.47 KADID-10k/images/I78_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I78.png,4.6 KADID-10k/images/I78_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I78.png,3.33 KADID-10k/images/I78_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I78.png,2.7 KADID-10k/images/I78_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I78.png,1.77 KADID-10k/images/I78_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I78.png,1.57 KADID-10k/images/I78_09_01.png,JP2K,KADID-10k/images/I78.png,4.68 KADID-10k/images/I78_09_02.png,JP2K,KADID-10k/images/I78.png,4.43 KADID-10k/images/I78_09_03.png,JP2K,KADID-10k/images/I78.png,4 KADID-10k/images/I78_09_04.png,JP2K,KADID-10k/images/I78.png,2.4 KADID-10k/images/I78_09_05.png,JP2K,KADID-10k/images/I78.png,1.2 KADID-10k/images/I78_10_01.png,JPEG,KADID-10k/images/I78.png,4.57 KADID-10k/images/I78_10_02.png,JPEG,KADID-10k/images/I78.png,4.3 KADID-10k/images/I78_10_03.png,JPEG,KADID-10k/images/I78.png,3.8 KADID-10k/images/I78_10_04.png,JPEG,KADID-10k/images/I78.png,1.6 KADID-10k/images/I78_10_05.png,JPEG,KADID-10k/images/I78.png,1.37 KADID-10k/images/I78_11_01.png,AWGN,KADID-10k/images/I78.png,3.7 KADID-10k/images/I78_11_02.png,AWGN,KADID-10k/images/I78.png,3.43 KADID-10k/images/I78_11_03.png,AWGN,KADID-10k/images/I78.png,3 KADID-10k/images/I78_11_04.png,AWGN,KADID-10k/images/I78.png,2.97 KADID-10k/images/I78_11_05.png,AWGN,KADID-10k/images/I78.png,2.43 KADID-10k/images/I78_12_01.png,AWGN_YCbCr,KADID-10k/images/I78.png,4.5 KADID-10k/images/I78_12_02.png,AWGN_YCbCr,KADID-10k/images/I78.png,3.63 KADID-10k/images/I78_12_03.png,AWGN_YCbCr,KADID-10k/images/I78.png,3.37 KADID-10k/images/I78_12_04.png,AWGN_YCbCr,KADID-10k/images/I78.png,2.67 KADID-10k/images/I78_12_05.png,AWGN_YCbCr,KADID-10k/images/I78.png,2.23 KADID-10k/images/I78_13_01.png,Impulse_Noise,KADID-10k/images/I78.png,3.67 KADID-10k/images/I78_13_02.png,Impulse_Noise,KADID-10k/images/I78.png,3.03 KADID-10k/images/I78_13_03.png,Impulse_Noise,KADID-10k/images/I78.png,3.03 KADID-10k/images/I78_13_04.png,Impulse_Noise,KADID-10k/images/I78.png,2.53 KADID-10k/images/I78_13_05.png,Impulse_Noise,KADID-10k/images/I78.png,2.3 KADID-10k/images/I78_14_01.png,Multiplicative_Noise,KADID-10k/images/I78.png,4.43 KADID-10k/images/I78_14_02.png,Multiplicative_Noise,KADID-10k/images/I78.png,3.6 KADID-10k/images/I78_14_03.png,Multiplicative_Noise,KADID-10k/images/I78.png,3.1 KADID-10k/images/I78_14_04.png,Multiplicative_Noise,KADID-10k/images/I78.png,2.53 KADID-10k/images/I78_14_05.png,Multiplicative_Noise,KADID-10k/images/I78.png,2.07 KADID-10k/images/I78_15_01.png,Denoising,KADID-10k/images/I78.png,3.77 KADID-10k/images/I78_15_02.png,Denoising,KADID-10k/images/I78.png,3.03 KADID-10k/images/I78_15_03.png,Denoising,KADID-10k/images/I78.png,2 KADID-10k/images/I78_15_04.png,Denoising,KADID-10k/images/I78.png,1.8 KADID-10k/images/I78_15_05.png,Denoising,KADID-10k/images/I78.png,1.53 KADID-10k/images/I78_16_01.png,Brighten,KADID-10k/images/I78.png,4.6 KADID-10k/images/I78_16_02.png,Brighten,KADID-10k/images/I78.png,4.37 KADID-10k/images/I78_16_03.png,Brighten,KADID-10k/images/I78.png,4.1 KADID-10k/images/I78_16_04.png,Brighten,KADID-10k/images/I78.png,3 KADID-10k/images/I78_16_05.png,Brighten,KADID-10k/images/I78.png,1.67 KADID-10k/images/I78_17_01.png,Darken,KADID-10k/images/I78.png,4.57 KADID-10k/images/I78_17_02.png,Darken,KADID-10k/images/I78.png,4.43 KADID-10k/images/I78_17_03.png,Darken,KADID-10k/images/I78.png,4.43 KADID-10k/images/I78_17_04.png,Darken,KADID-10k/images/I78.png,3.7 KADID-10k/images/I78_17_05.png,Darken,KADID-10k/images/I78.png,2.9 KADID-10k/images/I78_18_01.png,Mean_Shift,KADID-10k/images/I78.png,4.57 KADID-10k/images/I78_18_02.png,Mean_Shift,KADID-10k/images/I78.png,4.5 KADID-10k/images/I78_18_03.png,Mean_Shift,KADID-10k/images/I78.png,4.6 KADID-10k/images/I78_18_04.png,Mean_Shift,KADID-10k/images/I78.png,4.6 KADID-10k/images/I78_18_05.png,Mean_Shift,KADID-10k/images/I78.png,4.17 KADID-10k/images/I78_19_01.png,Jitter,KADID-10k/images/I78.png,4.7 KADID-10k/images/I78_19_02.png,Jitter,KADID-10k/images/I78.png,4.27 KADID-10k/images/I78_19_03.png,Jitter,KADID-10k/images/I78.png,3.1 KADID-10k/images/I78_19_04.png,Jitter,KADID-10k/images/I78.png,2 KADID-10k/images/I78_19_05.png,Jitter,KADID-10k/images/I78.png,1.23 KADID-10k/images/I78_20_01.png,Non-eccentricity_patch,KADID-10k/images/I78.png,4.5 KADID-10k/images/I78_20_02.png,Non-eccentricity_patch,KADID-10k/images/I78.png,3.4 KADID-10k/images/I78_20_03.png,Non-eccentricity_patch,KADID-10k/images/I78.png,3.57 KADID-10k/images/I78_20_04.png,Non-eccentricity_patch,KADID-10k/images/I78.png,2.73 KADID-10k/images/I78_20_05.png,Non-eccentricity_patch,KADID-10k/images/I78.png,2.37 KADID-10k/images/I78_21_01.png,Pixelate,KADID-10k/images/I78.png,2.73 KADID-10k/images/I78_21_02.png,Pixelate,KADID-10k/images/I78.png,2.57 KADID-10k/images/I78_21_03.png,Pixelate,KADID-10k/images/I78.png,2.47 KADID-10k/images/I78_21_04.png,Pixelate,KADID-10k/images/I78.png,1.97 KADID-10k/images/I78_21_05.png,Pixelate,KADID-10k/images/I78.png,1.5 KADID-10k/images/I78_22_01.png,Quantization,KADID-10k/images/I78.png,3.8 KADID-10k/images/I78_22_02.png,Quantization,KADID-10k/images/I78.png,3.2 KADID-10k/images/I78_22_03.png,Quantization,KADID-10k/images/I78.png,3.73 KADID-10k/images/I78_22_04.png,Quantization,KADID-10k/images/I78.png,2.7 KADID-10k/images/I78_22_05.png,Quantization,KADID-10k/images/I78.png,2.2 KADID-10k/images/I78_23_01.png,Color_Block,KADID-10k/images/I78.png,2.13 KADID-10k/images/I78_23_02.png,Color_Block,KADID-10k/images/I78.png,2.1 KADID-10k/images/I78_23_03.png,Color_Block,KADID-10k/images/I78.png,2.27 KADID-10k/images/I78_23_04.png,Color_Block,KADID-10k/images/I78.png,2 KADID-10k/images/I78_23_05.png,Color_Block,KADID-10k/images/I78.png,2.17 KADID-10k/images/I78_24_01.png,High_Sharpen,KADID-10k/images/I78.png,3.74 KADID-10k/images/I78_24_02.png,High_Sharpen,KADID-10k/images/I78.png,2.77 KADID-10k/images/I78_24_03.png,High_Sharpen,KADID-10k/images/I78.png,2.3 KADID-10k/images/I78_24_04.png,High_Sharpen,KADID-10k/images/I78.png,1.73 KADID-10k/images/I78_24_05.png,High_Sharpen,KADID-10k/images/I78.png,1.6 KADID-10k/images/I78_25_01.png,Contrast Dist.,KADID-10k/images/I78.png,3.6 KADID-10k/images/I78_25_02.png,Contrast Dist.,KADID-10k/images/I78.png,3.93 KADID-10k/images/I78_25_03.png,Contrast Dist.,KADID-10k/images/I78.png,4.33 KADID-10k/images/I78_25_04.png,Contrast Dist.,KADID-10k/images/I78.png,4.33 KADID-10k/images/I78_25_05.png,Contrast Dist.,KADID-10k/images/I78.png,3.03 KADID-10k/images/I79_01_01.png,GBLUR,KADID-10k/images/I79.png,4.7 KADID-10k/images/I79_01_02.png,GBLUR,KADID-10k/images/I79.png,4.63 KADID-10k/images/I79_01_03.png,GBLUR,KADID-10k/images/I79.png,3.37 KADID-10k/images/I79_01_04.png,GBLUR,KADID-10k/images/I79.png,2.47 KADID-10k/images/I79_01_05.png,GBLUR,KADID-10k/images/I79.png,1.53 KADID-10k/images/I79_02_01.png,Lens_Blur,KADID-10k/images/I79.png,4.17 KADID-10k/images/I79_02_02.png,Lens_Blur,KADID-10k/images/I79.png,3.23 KADID-10k/images/I79_02_03.png,Lens_Blur,KADID-10k/images/I79.png,2.3 KADID-10k/images/I79_02_04.png,Lens_Blur,KADID-10k/images/I79.png,1.87 KADID-10k/images/I79_02_05.png,Lens_Blur,KADID-10k/images/I79.png,1.57 KADID-10k/images/I79_03_01.png,Motion_Blur,KADID-10k/images/I79.png,4.53 KADID-10k/images/I79_03_02.png,Motion_Blur,KADID-10k/images/I79.png,4.23 KADID-10k/images/I79_03_03.png,Motion_Blur,KADID-10k/images/I79.png,3.3 KADID-10k/images/I79_03_04.png,Motion_Blur,KADID-10k/images/I79.png,2.97 KADID-10k/images/I79_03_05.png,Motion_Blur,KADID-10k/images/I79.png,2.07 KADID-10k/images/I79_04_01.png,Color_Diffusion,KADID-10k/images/I79.png,4.53 KADID-10k/images/I79_04_02.png,Color_Diffusion,KADID-10k/images/I79.png,2.3 KADID-10k/images/I79_04_03.png,Color_Diffusion,KADID-10k/images/I79.png,1.47 KADID-10k/images/I79_04_04.png,Color_Diffusion,KADID-10k/images/I79.png,1.3 KADID-10k/images/I79_04_05.png,Color_Diffusion,KADID-10k/images/I79.png,1.13 KADID-10k/images/I79_05_01.png,Color_Shift,KADID-10k/images/I79.png,4.37 KADID-10k/images/I79_05_02.png,Color_Shift,KADID-10k/images/I79.png,3.37 KADID-10k/images/I79_05_03.png,Color_Shift,KADID-10k/images/I79.png,2.5 KADID-10k/images/I79_05_04.png,Color_Shift,KADID-10k/images/I79.png,2.63 KADID-10k/images/I79_05_05.png,Color_Shift,KADID-10k/images/I79.png,2.97 KADID-10k/images/I79_06_01.png,Color_Quantization,KADID-10k/images/I79.png,4.2 KADID-10k/images/I79_06_02.png,Color_Quantization,KADID-10k/images/I79.png,4.27 KADID-10k/images/I79_06_03.png,Color_Quantization,KADID-10k/images/I79.png,3.7 KADID-10k/images/I79_06_04.png,Color_Quantization,KADID-10k/images/I79.png,3.3 KADID-10k/images/I79_06_05.png,Color_Quantization,KADID-10k/images/I79.png,2.43 KADID-10k/images/I79_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I79.png,2.07 KADID-10k/images/I79_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I79.png,2.13 KADID-10k/images/I79_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I79.png,1.7 KADID-10k/images/I79_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I79.png,1.83 KADID-10k/images/I79_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I79.png,1.57 KADID-10k/images/I79_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I79.png,4.53 KADID-10k/images/I79_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I79.png,3.57 KADID-10k/images/I79_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I79.png,2.81 KADID-10k/images/I79_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I79.png,1.53 KADID-10k/images/I79_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I79.png,1.43 KADID-10k/images/I79_09_01.png,JP2K,KADID-10k/images/I79.png,4.73 KADID-10k/images/I79_09_02.png,JP2K,KADID-10k/images/I79.png,4.43 KADID-10k/images/I79_09_03.png,JP2K,KADID-10k/images/I79.png,4.26 KADID-10k/images/I79_09_04.png,JP2K,KADID-10k/images/I79.png,2.23 KADID-10k/images/I79_09_05.png,JP2K,KADID-10k/images/I79.png,1.23 KADID-10k/images/I79_10_01.png,JPEG,KADID-10k/images/I79.png,4.23 KADID-10k/images/I79_10_02.png,JPEG,KADID-10k/images/I79.png,4.03 KADID-10k/images/I79_10_03.png,JPEG,KADID-10k/images/I79.png,4.03 KADID-10k/images/I79_10_04.png,JPEG,KADID-10k/images/I79.png,2.13 KADID-10k/images/I79_10_05.png,JPEG,KADID-10k/images/I79.png,1.43 KADID-10k/images/I79_11_01.png,AWGN,KADID-10k/images/I79.png,4.43 KADID-10k/images/I79_11_02.png,AWGN,KADID-10k/images/I79.png,3.4 KADID-10k/images/I79_11_03.png,AWGN,KADID-10k/images/I79.png,3.17 KADID-10k/images/I79_11_04.png,AWGN,KADID-10k/images/I79.png,3.03 KADID-10k/images/I79_11_05.png,AWGN,KADID-10k/images/I79.png,2.5 KADID-10k/images/I79_12_01.png,AWGN_YCbCr,KADID-10k/images/I79.png,4.67 KADID-10k/images/I79_12_02.png,AWGN_YCbCr,KADID-10k/images/I79.png,3.77 KADID-10k/images/I79_12_03.png,AWGN_YCbCr,KADID-10k/images/I79.png,3.43 KADID-10k/images/I79_12_04.png,AWGN_YCbCr,KADID-10k/images/I79.png,2.8 KADID-10k/images/I79_12_05.png,AWGN_YCbCr,KADID-10k/images/I79.png,2.37 KADID-10k/images/I79_13_01.png,Impulse_Noise,KADID-10k/images/I79.png,3.77 KADID-10k/images/I79_13_02.png,Impulse_Noise,KADID-10k/images/I79.png,2.87 KADID-10k/images/I79_13_03.png,Impulse_Noise,KADID-10k/images/I79.png,2.53 KADID-10k/images/I79_13_04.png,Impulse_Noise,KADID-10k/images/I79.png,2.27 KADID-10k/images/I79_13_05.png,Impulse_Noise,KADID-10k/images/I79.png,2.23 KADID-10k/images/I79_14_01.png,Multiplicative_Noise,KADID-10k/images/I79.png,4.68 KADID-10k/images/I79_14_02.png,Multiplicative_Noise,KADID-10k/images/I79.png,4.03 KADID-10k/images/I79_14_03.png,Multiplicative_Noise,KADID-10k/images/I79.png,3.6 KADID-10k/images/I79_14_04.png,Multiplicative_Noise,KADID-10k/images/I79.png,2.83 KADID-10k/images/I79_14_05.png,Multiplicative_Noise,KADID-10k/images/I79.png,2.4 KADID-10k/images/I79_15_01.png,Denoising,KADID-10k/images/I79.png,4 KADID-10k/images/I79_15_02.png,Denoising,KADID-10k/images/I79.png,3.07 KADID-10k/images/I79_15_03.png,Denoising,KADID-10k/images/I79.png,2.67 KADID-10k/images/I79_15_04.png,Denoising,KADID-10k/images/I79.png,2.1 KADID-10k/images/I79_15_05.png,Denoising,KADID-10k/images/I79.png,1.63 KADID-10k/images/I79_16_01.png,Brighten,KADID-10k/images/I79.png,4.3 KADID-10k/images/I79_16_02.png,Brighten,KADID-10k/images/I79.png,4.17 KADID-10k/images/I79_16_03.png,Brighten,KADID-10k/images/I79.png,3.57 KADID-10k/images/I79_16_04.png,Brighten,KADID-10k/images/I79.png,3.37 KADID-10k/images/I79_16_05.png,Brighten,KADID-10k/images/I79.png,2.47 KADID-10k/images/I79_17_01.png,Darken,KADID-10k/images/I79.png,4.47 KADID-10k/images/I79_17_02.png,Darken,KADID-10k/images/I79.png,4.63 KADID-10k/images/I79_17_03.png,Darken,KADID-10k/images/I79.png,4.03 KADID-10k/images/I79_17_04.png,Darken,KADID-10k/images/I79.png,3.9 KADID-10k/images/I79_17_05.png,Darken,KADID-10k/images/I79.png,2.47 KADID-10k/images/I79_18_01.png,Mean_Shift,KADID-10k/images/I79.png,4.42 KADID-10k/images/I79_18_02.png,Mean_Shift,KADID-10k/images/I79.png,4.7 KADID-10k/images/I79_18_03.png,Mean_Shift,KADID-10k/images/I79.png,4.6 KADID-10k/images/I79_18_04.png,Mean_Shift,KADID-10k/images/I79.png,4.33 KADID-10k/images/I79_18_05.png,Mean_Shift,KADID-10k/images/I79.png,3.8 KADID-10k/images/I79_19_01.png,Jitter,KADID-10k/images/I79.png,4.3 KADID-10k/images/I79_19_02.png,Jitter,KADID-10k/images/I79.png,4.37 KADID-10k/images/I79_19_03.png,Jitter,KADID-10k/images/I79.png,3.67 KADID-10k/images/I79_19_04.png,Jitter,KADID-10k/images/I79.png,2.6 KADID-10k/images/I79_19_05.png,Jitter,KADID-10k/images/I79.png,1.6 KADID-10k/images/I79_20_01.png,Non-eccentricity_patch,KADID-10k/images/I79.png,4.4 KADID-10k/images/I79_20_02.png,Non-eccentricity_patch,KADID-10k/images/I79.png,3.8 KADID-10k/images/I79_20_03.png,Non-eccentricity_patch,KADID-10k/images/I79.png,2.57 KADID-10k/images/I79_20_04.png,Non-eccentricity_patch,KADID-10k/images/I79.png,2.83 KADID-10k/images/I79_20_05.png,Non-eccentricity_patch,KADID-10k/images/I79.png,3 KADID-10k/images/I79_21_01.png,Pixelate,KADID-10k/images/I79.png,4.23 KADID-10k/images/I79_21_02.png,Pixelate,KADID-10k/images/I79.png,3.73 KADID-10k/images/I79_21_03.png,Pixelate,KADID-10k/images/I79.png,3.47 KADID-10k/images/I79_21_04.png,Pixelate,KADID-10k/images/I79.png,3.4 KADID-10k/images/I79_21_05.png,Pixelate,KADID-10k/images/I79.png,2 KADID-10k/images/I79_22_01.png,Quantization,KADID-10k/images/I79.png,4.53 KADID-10k/images/I79_22_02.png,Quantization,KADID-10k/images/I79.png,4.3 KADID-10k/images/I79_22_03.png,Quantization,KADID-10k/images/I79.png,4.27 KADID-10k/images/I79_22_04.png,Quantization,KADID-10k/images/I79.png,3.13 KADID-10k/images/I79_22_05.png,Quantization,KADID-10k/images/I79.png,2.4 KADID-10k/images/I79_23_01.png,Color_Block,KADID-10k/images/I79.png,2.67 KADID-10k/images/I79_23_02.png,Color_Block,KADID-10k/images/I79.png,2.7 KADID-10k/images/I79_23_03.png,Color_Block,KADID-10k/images/I79.png,2.17 KADID-10k/images/I79_23_04.png,Color_Block,KADID-10k/images/I79.png,2.5 KADID-10k/images/I79_23_05.png,Color_Block,KADID-10k/images/I79.png,1.7 KADID-10k/images/I79_24_01.png,High_Sharpen,KADID-10k/images/I79.png,3.87 KADID-10k/images/I79_24_02.png,High_Sharpen,KADID-10k/images/I79.png,3.33 KADID-10k/images/I79_24_03.png,High_Sharpen,KADID-10k/images/I79.png,2.4 KADID-10k/images/I79_24_04.png,High_Sharpen,KADID-10k/images/I79.png,1.83 KADID-10k/images/I79_24_05.png,High_Sharpen,KADID-10k/images/I79.png,1.57 KADID-10k/images/I79_25_01.png,Contrast Dist.,KADID-10k/images/I79.png,3.93 KADID-10k/images/I79_25_02.png,Contrast Dist.,KADID-10k/images/I79.png,3.93 KADID-10k/images/I79_25_03.png,Contrast Dist.,KADID-10k/images/I79.png,4.5 KADID-10k/images/I79_25_04.png,Contrast Dist.,KADID-10k/images/I79.png,3.8 KADID-10k/images/I79_25_05.png,Contrast Dist.,KADID-10k/images/I79.png,3.2 KADID-10k/images/I80_01_01.png,GBLUR,KADID-10k/images/I80.png,4.63 KADID-10k/images/I80_01_02.png,GBLUR,KADID-10k/images/I80.png,4.43 KADID-10k/images/I80_01_03.png,GBLUR,KADID-10k/images/I80.png,3.27 KADID-10k/images/I80_01_04.png,GBLUR,KADID-10k/images/I80.png,2.1 KADID-10k/images/I80_01_05.png,GBLUR,KADID-10k/images/I80.png,1.53 KADID-10k/images/I80_02_01.png,Lens_Blur,KADID-10k/images/I80.png,3.83 KADID-10k/images/I80_02_02.png,Lens_Blur,KADID-10k/images/I80.png,3.03 KADID-10k/images/I80_02_03.png,Lens_Blur,KADID-10k/images/I80.png,1.9 KADID-10k/images/I80_02_04.png,Lens_Blur,KADID-10k/images/I80.png,1.47 KADID-10k/images/I80_02_05.png,Lens_Blur,KADID-10k/images/I80.png,1.1 KADID-10k/images/I80_03_01.png,Motion_Blur,KADID-10k/images/I80.png,4.5 KADID-10k/images/I80_03_02.png,Motion_Blur,KADID-10k/images/I80.png,4.3 KADID-10k/images/I80_03_03.png,Motion_Blur,KADID-10k/images/I80.png,3.13 KADID-10k/images/I80_03_04.png,Motion_Blur,KADID-10k/images/I80.png,2.73 KADID-10k/images/I80_03_05.png,Motion_Blur,KADID-10k/images/I80.png,1.9 KADID-10k/images/I80_04_01.png,Color_Diffusion,KADID-10k/images/I80.png,4.47 KADID-10k/images/I80_04_02.png,Color_Diffusion,KADID-10k/images/I80.png,1.93 KADID-10k/images/I80_04_03.png,Color_Diffusion,KADID-10k/images/I80.png,1.37 KADID-10k/images/I80_04_04.png,Color_Diffusion,KADID-10k/images/I80.png,1.87 KADID-10k/images/I80_04_05.png,Color_Diffusion,KADID-10k/images/I80.png,1.37 KADID-10k/images/I80_05_01.png,Color_Shift,KADID-10k/images/I80.png,4.23 KADID-10k/images/I80_05_02.png,Color_Shift,KADID-10k/images/I80.png,3.33 KADID-10k/images/I80_05_03.png,Color_Shift,KADID-10k/images/I80.png,2.8 KADID-10k/images/I80_05_04.png,Color_Shift,KADID-10k/images/I80.png,3.13 KADID-10k/images/I80_05_05.png,Color_Shift,KADID-10k/images/I80.png,2.7 KADID-10k/images/I80_06_01.png,Color_Quantization,KADID-10k/images/I80.png,4.37 KADID-10k/images/I80_06_02.png,Color_Quantization,KADID-10k/images/I80.png,4.2 KADID-10k/images/I80_06_03.png,Color_Quantization,KADID-10k/images/I80.png,4.03 KADID-10k/images/I80_06_04.png,Color_Quantization,KADID-10k/images/I80.png,3.53 KADID-10k/images/I80_06_05.png,Color_Quantization,KADID-10k/images/I80.png,2.87 KADID-10k/images/I80_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I80.png,2.57 KADID-10k/images/I80_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I80.png,2.4 KADID-10k/images/I80_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I80.png,2.27 KADID-10k/images/I80_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I80.png,2 KADID-10k/images/I80_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I80.png,2.13 KADID-10k/images/I80_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I80.png,4.5 KADID-10k/images/I80_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I80.png,2.83 KADID-10k/images/I80_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I80.png,2.27 KADID-10k/images/I80_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I80.png,1.93 KADID-10k/images/I80_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I80.png,1.5 KADID-10k/images/I80_09_01.png,JP2K,KADID-10k/images/I80.png,4.7 KADID-10k/images/I80_09_02.png,JP2K,KADID-10k/images/I80.png,4.03 KADID-10k/images/I80_09_03.png,JP2K,KADID-10k/images/I80.png,3.74 KADID-10k/images/I80_09_04.png,JP2K,KADID-10k/images/I80.png,2.57 KADID-10k/images/I80_09_05.png,JP2K,KADID-10k/images/I80.png,1.87 KADID-10k/images/I80_10_01.png,JPEG,KADID-10k/images/I80.png,4.43 KADID-10k/images/I80_10_02.png,JPEG,KADID-10k/images/I80.png,4.5 KADID-10k/images/I80_10_03.png,JPEG,KADID-10k/images/I80.png,4.27 KADID-10k/images/I80_10_04.png,JPEG,KADID-10k/images/I80.png,1.6 KADID-10k/images/I80_10_05.png,JPEG,KADID-10k/images/I80.png,1.5 KADID-10k/images/I80_11_01.png,AWGN,KADID-10k/images/I80.png,4.47 KADID-10k/images/I80_11_02.png,AWGN,KADID-10k/images/I80.png,3.97 KADID-10k/images/I80_11_03.png,AWGN,KADID-10k/images/I80.png,3.6 KADID-10k/images/I80_11_04.png,AWGN,KADID-10k/images/I80.png,3.3 KADID-10k/images/I80_11_05.png,AWGN,KADID-10k/images/I80.png,2.47 KADID-10k/images/I80_12_01.png,AWGN_YCbCr,KADID-10k/images/I80.png,4.77 KADID-10k/images/I80_12_02.png,AWGN_YCbCr,KADID-10k/images/I80.png,4.43 KADID-10k/images/I80_12_03.png,AWGN_YCbCr,KADID-10k/images/I80.png,3.87 KADID-10k/images/I80_12_04.png,AWGN_YCbCr,KADID-10k/images/I80.png,3.1 KADID-10k/images/I80_12_05.png,AWGN_YCbCr,KADID-10k/images/I80.png,2.77 KADID-10k/images/I80_13_01.png,Impulse_Noise,KADID-10k/images/I80.png,4.13 KADID-10k/images/I80_13_02.png,Impulse_Noise,KADID-10k/images/I80.png,3.6 KADID-10k/images/I80_13_03.png,Impulse_Noise,KADID-10k/images/I80.png,2.97 KADID-10k/images/I80_13_04.png,Impulse_Noise,KADID-10k/images/I80.png,2.57 KADID-10k/images/I80_13_05.png,Impulse_Noise,KADID-10k/images/I80.png,2.33 KADID-10k/images/I80_14_01.png,Multiplicative_Noise,KADID-10k/images/I80.png,4.6 KADID-10k/images/I80_14_02.png,Multiplicative_Noise,KADID-10k/images/I80.png,4.07 KADID-10k/images/I80_14_03.png,Multiplicative_Noise,KADID-10k/images/I80.png,3.63 KADID-10k/images/I80_14_04.png,Multiplicative_Noise,KADID-10k/images/I80.png,3.03 KADID-10k/images/I80_14_05.png,Multiplicative_Noise,KADID-10k/images/I80.png,2.23 KADID-10k/images/I80_15_01.png,Denoising,KADID-10k/images/I80.png,3.83 KADID-10k/images/I80_15_02.png,Denoising,KADID-10k/images/I80.png,3.23 KADID-10k/images/I80_15_03.png,Denoising,KADID-10k/images/I80.png,3.27 KADID-10k/images/I80_15_04.png,Denoising,KADID-10k/images/I80.png,2.43 KADID-10k/images/I80_15_05.png,Denoising,KADID-10k/images/I80.png,1.93 KADID-10k/images/I80_16_01.png,Brighten,KADID-10k/images/I80.png,4.27 KADID-10k/images/I80_16_02.png,Brighten,KADID-10k/images/I80.png,4.03 KADID-10k/images/I80_16_03.png,Brighten,KADID-10k/images/I80.png,3.57 KADID-10k/images/I80_16_04.png,Brighten,KADID-10k/images/I80.png,2.8 KADID-10k/images/I80_16_05.png,Brighten,KADID-10k/images/I80.png,1.43 KADID-10k/images/I80_17_01.png,Darken,KADID-10k/images/I80.png,4.67 KADID-10k/images/I80_17_02.png,Darken,KADID-10k/images/I80.png,4.43 KADID-10k/images/I80_17_03.png,Darken,KADID-10k/images/I80.png,4.07 KADID-10k/images/I80_17_04.png,Darken,KADID-10k/images/I80.png,3.03 KADID-10k/images/I80_17_05.png,Darken,KADID-10k/images/I80.png,2.37 KADID-10k/images/I80_18_01.png,Mean_Shift,KADID-10k/images/I80.png,3.83 KADID-10k/images/I80_18_02.png,Mean_Shift,KADID-10k/images/I80.png,4.6 KADID-10k/images/I80_18_03.png,Mean_Shift,KADID-10k/images/I80.png,4.5 KADID-10k/images/I80_18_04.png,Mean_Shift,KADID-10k/images/I80.png,4.27 KADID-10k/images/I80_18_05.png,Mean_Shift,KADID-10k/images/I80.png,3.77 KADID-10k/images/I80_19_01.png,Jitter,KADID-10k/images/I80.png,4.43 KADID-10k/images/I80_19_02.png,Jitter,KADID-10k/images/I80.png,4.2 KADID-10k/images/I80_19_03.png,Jitter,KADID-10k/images/I80.png,3.53 KADID-10k/images/I80_19_04.png,Jitter,KADID-10k/images/I80.png,2.23 KADID-10k/images/I80_19_05.png,Jitter,KADID-10k/images/I80.png,1.4 KADID-10k/images/I80_20_01.png,Non-eccentricity_patch,KADID-10k/images/I80.png,4.43 KADID-10k/images/I80_20_02.png,Non-eccentricity_patch,KADID-10k/images/I80.png,4.13 KADID-10k/images/I80_20_03.png,Non-eccentricity_patch,KADID-10k/images/I80.png,3.77 KADID-10k/images/I80_20_04.png,Non-eccentricity_patch,KADID-10k/images/I80.png,3.73 KADID-10k/images/I80_20_05.png,Non-eccentricity_patch,KADID-10k/images/I80.png,3.47 KADID-10k/images/I80_21_01.png,Pixelate,KADID-10k/images/I80.png,4.13 KADID-10k/images/I80_21_02.png,Pixelate,KADID-10k/images/I80.png,3.5 KADID-10k/images/I80_21_03.png,Pixelate,KADID-10k/images/I80.png,3.47 KADID-10k/images/I80_21_04.png,Pixelate,KADID-10k/images/I80.png,3.23 KADID-10k/images/I80_21_05.png,Pixelate,KADID-10k/images/I80.png,1.63 KADID-10k/images/I80_22_01.png,Quantization,KADID-10k/images/I80.png,4.5 KADID-10k/images/I80_22_02.png,Quantization,KADID-10k/images/I80.png,4.47 KADID-10k/images/I80_22_03.png,Quantization,KADID-10k/images/I80.png,4.33 KADID-10k/images/I80_22_04.png,Quantization,KADID-10k/images/I80.png,3.73 KADID-10k/images/I80_22_05.png,Quantization,KADID-10k/images/I80.png,2.97 KADID-10k/images/I80_23_01.png,Color_Block,KADID-10k/images/I80.png,3.1 KADID-10k/images/I80_23_02.png,Color_Block,KADID-10k/images/I80.png,2.37 KADID-10k/images/I80_23_03.png,Color_Block,KADID-10k/images/I80.png,2.5 KADID-10k/images/I80_23_04.png,Color_Block,KADID-10k/images/I80.png,2.23 KADID-10k/images/I80_23_05.png,Color_Block,KADID-10k/images/I80.png,2.23 KADID-10k/images/I80_24_01.png,High_Sharpen,KADID-10k/images/I80.png,3.3 KADID-10k/images/I80_24_02.png,High_Sharpen,KADID-10k/images/I80.png,2.73 KADID-10k/images/I80_24_03.png,High_Sharpen,KADID-10k/images/I80.png,1.97 KADID-10k/images/I80_24_04.png,High_Sharpen,KADID-10k/images/I80.png,1.6 KADID-10k/images/I80_24_05.png,High_Sharpen,KADID-10k/images/I80.png,1.43 KADID-10k/images/I80_25_01.png,Contrast Dist.,KADID-10k/images/I80.png,3.1 KADID-10k/images/I80_25_02.png,Contrast Dist.,KADID-10k/images/I80.png,3.27 KADID-10k/images/I80_25_03.png,Contrast Dist.,KADID-10k/images/I80.png,3.97 KADID-10k/images/I80_25_04.png,Contrast Dist.,KADID-10k/images/I80.png,4.27 KADID-10k/images/I80_25_05.png,Contrast Dist.,KADID-10k/images/I80.png,3.03 KADID-10k/images/I81_01_01.png,GBLUR,KADID-10k/images/I81.png,4.67 KADID-10k/images/I81_01_02.png,GBLUR,KADID-10k/images/I81.png,4.5 KADID-10k/images/I81_01_03.png,GBLUR,KADID-10k/images/I81.png,2.9 KADID-10k/images/I81_01_04.png,GBLUR,KADID-10k/images/I81.png,1.87 KADID-10k/images/I81_01_05.png,GBLUR,KADID-10k/images/I81.png,1.2 KADID-10k/images/I81_02_01.png,Lens_Blur,KADID-10k/images/I81.png,3.87 KADID-10k/images/I81_02_02.png,Lens_Blur,KADID-10k/images/I81.png,2.57 KADID-10k/images/I81_02_03.png,Lens_Blur,KADID-10k/images/I81.png,1.8 KADID-10k/images/I81_02_04.png,Lens_Blur,KADID-10k/images/I81.png,1.33 KADID-10k/images/I81_02_05.png,Lens_Blur,KADID-10k/images/I81.png,1.27 KADID-10k/images/I81_03_01.png,Motion_Blur,KADID-10k/images/I81.png,4.8 KADID-10k/images/I81_03_02.png,Motion_Blur,KADID-10k/images/I81.png,4.27 KADID-10k/images/I81_03_03.png,Motion_Blur,KADID-10k/images/I81.png,2.6 KADID-10k/images/I81_03_04.png,Motion_Blur,KADID-10k/images/I81.png,2.17 KADID-10k/images/I81_03_05.png,Motion_Blur,KADID-10k/images/I81.png,1.53 KADID-10k/images/I81_04_01.png,Color_Diffusion,KADID-10k/images/I81.png,4.5 KADID-10k/images/I81_04_02.png,Color_Diffusion,KADID-10k/images/I81.png,2.83 KADID-10k/images/I81_04_03.png,Color_Diffusion,KADID-10k/images/I81.png,1.33 KADID-10k/images/I81_04_04.png,Color_Diffusion,KADID-10k/images/I81.png,1.37 KADID-10k/images/I81_04_05.png,Color_Diffusion,KADID-10k/images/I81.png,1.23 KADID-10k/images/I81_05_01.png,Color_Shift,KADID-10k/images/I81.png,4.33 KADID-10k/images/I81_05_02.png,Color_Shift,KADID-10k/images/I81.png,2.47 KADID-10k/images/I81_05_03.png,Color_Shift,KADID-10k/images/I81.png,1.37 KADID-10k/images/I81_05_04.png,Color_Shift,KADID-10k/images/I81.png,1.27 KADID-10k/images/I81_05_05.png,Color_Shift,KADID-10k/images/I81.png,1.37 KADID-10k/images/I81_06_01.png,Color_Quantization,KADID-10k/images/I81.png,3.17 KADID-10k/images/I81_06_02.png,Color_Quantization,KADID-10k/images/I81.png,3.1 KADID-10k/images/I81_06_03.png,Color_Quantization,KADID-10k/images/I81.png,2.9 KADID-10k/images/I81_06_04.png,Color_Quantization,KADID-10k/images/I81.png,2.47 KADID-10k/images/I81_06_05.png,Color_Quantization,KADID-10k/images/I81.png,1.93 KADID-10k/images/I81_07_01.png,Saturation_Dist._HSV,KADID-10k/images/I81.png,2.53 KADID-10k/images/I81_07_02.png,Saturation_Dist._HSV,KADID-10k/images/I81.png,2.27 KADID-10k/images/I81_07_03.png,Saturation_Dist._HSV,KADID-10k/images/I81.png,2.4 KADID-10k/images/I81_07_04.png,Saturation_Dist._HSV,KADID-10k/images/I81.png,2.27 KADID-10k/images/I81_07_05.png,Saturation_Dist._HSV,KADID-10k/images/I81.png,2.1 KADID-10k/images/I81_08_01.png,Saturation_Dist._Lab,KADID-10k/images/I81.png,4.53 KADID-10k/images/I81_08_02.png,Saturation_Dist._Lab,KADID-10k/images/I81.png,3.17 KADID-10k/images/I81_08_03.png,Saturation_Dist._Lab,KADID-10k/images/I81.png,2.73 KADID-10k/images/I81_08_04.png,Saturation_Dist._Lab,KADID-10k/images/I81.png,1.2 KADID-10k/images/I81_08_05.png,Saturation_Dist._Lab,KADID-10k/images/I81.png,1.2 KADID-10k/images/I81_09_01.png,JP2K,KADID-10k/images/I81.png,4.71 KADID-10k/images/I81_09_02.png,JP2K,KADID-10k/images/I81.png,4.71 KADID-10k/images/I81_09_03.png,JP2K,KADID-10k/images/I81.png,4.37 KADID-10k/images/I81_09_04.png,JP2K,KADID-10k/images/I81.png,2.47 KADID-10k/images/I81_09_05.png,JP2K,KADID-10k/images/I81.png,1.33 KADID-10k/images/I81_10_01.png,JPEG,KADID-10k/images/I81.png,4.03 KADID-10k/images/I81_10_02.png,JPEG,KADID-10k/images/I81.png,3.97 KADID-10k/images/I81_10_03.png,JPEG,KADID-10k/images/I81.png,3.35 KADID-10k/images/I81_10_04.png,JPEG,KADID-10k/images/I81.png,1.43 KADID-10k/images/I81_10_05.png,JPEG,KADID-10k/images/I81.png,1.23 KADID-10k/images/I81_11_01.png,AWGN,KADID-10k/images/I81.png,3.33 KADID-10k/images/I81_11_02.png,AWGN,KADID-10k/images/I81.png,2.4 KADID-10k/images/I81_11_03.png,AWGN,KADID-10k/images/I81.png,2.73 KADID-10k/images/I81_11_04.png,AWGN,KADID-10k/images/I81.png,2.13 KADID-10k/images/I81_11_05.png,AWGN,KADID-10k/images/I81.png,2.16 KADID-10k/images/I81_12_01.png,AWGN_YCbCr,KADID-10k/images/I81.png,4.43 KADID-10k/images/I81_12_02.png,AWGN_YCbCr,KADID-10k/images/I81.png,3.39 KADID-10k/images/I81_12_03.png,AWGN_YCbCr,KADID-10k/images/I81.png,2.67 KADID-10k/images/I81_12_04.png,AWGN_YCbCr,KADID-10k/images/I81.png,2.39 KADID-10k/images/I81_12_05.png,AWGN_YCbCr,KADID-10k/images/I81.png,2.27 KADID-10k/images/I81_13_01.png,Impulse_Noise,KADID-10k/images/I81.png,2.8 KADID-10k/images/I81_13_02.png,Impulse_Noise,KADID-10k/images/I81.png,2.87 KADID-10k/images/I81_13_03.png,Impulse_Noise,KADID-10k/images/I81.png,2.17 KADID-10k/images/I81_13_04.png,Impulse_Noise,KADID-10k/images/I81.png,2.2 KADID-10k/images/I81_13_05.png,Impulse_Noise,KADID-10k/images/I81.png,2.17 KADID-10k/images/I81_14_01.png,Multiplicative_Noise,KADID-10k/images/I81.png,4.33 KADID-10k/images/I81_14_02.png,Multiplicative_Noise,KADID-10k/images/I81.png,3.03 KADID-10k/images/I81_14_03.png,Multiplicative_Noise,KADID-10k/images/I81.png,2.7 KADID-10k/images/I81_14_04.png,Multiplicative_Noise,KADID-10k/images/I81.png,2.2 KADID-10k/images/I81_14_05.png,Multiplicative_Noise,KADID-10k/images/I81.png,1.67 KADID-10k/images/I81_15_01.png,Denoising,KADID-10k/images/I81.png,3.13 KADID-10k/images/I81_15_02.png,Denoising,KADID-10k/images/I81.png,1.8 KADID-10k/images/I81_15_03.png,Denoising,KADID-10k/images/I81.png,1.47 KADID-10k/images/I81_15_04.png,Denoising,KADID-10k/images/I81.png,1.45 KADID-10k/images/I81_15_05.png,Denoising,KADID-10k/images/I81.png,1.23 KADID-10k/images/I81_16_01.png,Brighten,KADID-10k/images/I81.png,4.63 KADID-10k/images/I81_16_02.png,Brighten,KADID-10k/images/I81.png,4.17 KADID-10k/images/I81_16_03.png,Brighten,KADID-10k/images/I81.png,3.67 KADID-10k/images/I81_16_04.png,Brighten,KADID-10k/images/I81.png,2.67 KADID-10k/images/I81_16_05.png,Brighten,KADID-10k/images/I81.png,1.57 KADID-10k/images/I81_17_01.png,Darken,KADID-10k/images/I81.png,4.67 KADID-10k/images/I81_17_02.png,Darken,KADID-10k/images/I81.png,4.73 KADID-10k/images/I81_17_03.png,Darken,KADID-10k/images/I81.png,4.37 KADID-10k/images/I81_17_04.png,Darken,KADID-10k/images/I81.png,3.73 KADID-10k/images/I81_17_05.png,Darken,KADID-10k/images/I81.png,2.33 KADID-10k/images/I81_18_01.png,Mean_Shift,KADID-10k/images/I81.png,4.27 KADID-10k/images/I81_18_02.png,Mean_Shift,KADID-10k/images/I81.png,4.63 KADID-10k/images/I81_18_03.png,Mean_Shift,KADID-10k/images/I81.png,4.73 KADID-10k/images/I81_18_04.png,Mean_Shift,KADID-10k/images/I81.png,4.58 KADID-10k/images/I81_18_05.png,Mean_Shift,KADID-10k/images/I81.png,4.2 KADID-10k/images/I81_19_01.png,Jitter,KADID-10k/images/I81.png,4.5 KADID-10k/images/I81_19_02.png,Jitter,KADID-10k/images/I81.png,4.33 KADID-10k/images/I81_19_03.png,Jitter,KADID-10k/images/I81.png,3 KADID-10k/images/I81_19_04.png,Jitter,KADID-10k/images/I81.png,1.6 KADID-10k/images/I81_19_05.png,Jitter,KADID-10k/images/I81.png,1.17 KADID-10k/images/I81_20_01.png,Non-eccentricity_patch,KADID-10k/images/I81.png,4.2 KADID-10k/images/I81_20_02.png,Non-eccentricity_patch,KADID-10k/images/I81.png,2.37 KADID-10k/images/I81_20_03.png,Non-eccentricity_patch,KADID-10k/images/I81.png,4.07 KADID-10k/images/I81_20_04.png,Non-eccentricity_patch,KADID-10k/images/I81.png,2.27 KADID-10k/images/I81_20_05.png,Non-eccentricity_patch,KADID-10k/images/I81.png,1.33 KADID-10k/images/I81_21_01.png,Pixelate,KADID-10k/images/I81.png,3.03 KADID-10k/images/I81_21_02.png,Pixelate,KADID-10k/images/I81.png,2.33 KADID-10k/images/I81_21_03.png,Pixelate,KADID-10k/images/I81.png,2.47 KADID-10k/images/I81_21_04.png,Pixelate,KADID-10k/images/I81.png,2 KADID-10k/images/I81_21_05.png,Pixelate,KADID-10k/images/I81.png,1.53 KADID-10k/images/I81_22_01.png,Quantization,KADID-10k/images/I81.png,4 KADID-10k/images/I81_22_02.png,Quantization,KADID-10k/images/I81.png,3.9 KADID-10k/images/I81_22_03.png,Quantization,KADID-10k/images/I81.png,3.37 KADID-10k/images/I81_22_04.png,Quantization,KADID-10k/images/I81.png,2.93 KADID-10k/images/I81_22_05.png,Quantization,KADID-10k/images/I81.png,1.9 KADID-10k/images/I81_23_01.png,Color_Block,KADID-10k/images/I81.png,2.83 KADID-10k/images/I81_23_02.png,Color_Block,KADID-10k/images/I81.png,1.9 KADID-10k/images/I81_23_03.png,Color_Block,KADID-10k/images/I81.png,2.73 KADID-10k/images/I81_23_04.png,Color_Block,KADID-10k/images/I81.png,1.67 KADID-10k/images/I81_23_05.png,Color_Block,KADID-10k/images/I81.png,2.13 KADID-10k/images/I81_24_01.png,High_Sharpen,KADID-10k/images/I81.png,3.47 KADID-10k/images/I81_24_02.png,High_Sharpen,KADID-10k/images/I81.png,2.73 KADID-10k/images/I81_24_03.png,High_Sharpen,KADID-10k/images/I81.png,2.23 KADID-10k/images/I81_24_04.png,High_Sharpen,KADID-10k/images/I81.png,1.67 KADID-10k/images/I81_24_05.png,High_Sharpen,KADID-10k/images/I81.png,1.37 KADID-10k/images/I81_25_01.png,Contrast Dist.,KADID-10k/images/I81.png,3.33 KADID-10k/images/I81_25_02.png,Contrast Dist.,KADID-10k/images/I81.png,3.73 KADID-10k/images/I81_25_03.png,Contrast Dist.,KADID-10k/images/I81.png,4.3 KADID-10k/images/I81_25_04.png,Contrast Dist.,KADID-10k/images/I81.png,4.13 KADID-10k/images/I81_25_05.png,Contrast Dist.,KADID-10k/images/I81.png,3.27