backend/data/val2014_1k_image_benchmark.csv

model,attack_name,attack_variant,cat,psnr,ssim,lpips,bit_acc,log10_p_value,TPR,FPR,decoder_time,qual_time,det_time,attack_time
cine_jit,brightness,brightness_factor_1.5,Visual,14.793723794937133,0.8787051364599999,0.14193622463196515,0.9981428577303887,-4.191011628767688,0.985,0.0,0.019354299999999998,0.1177627,0.0410492,0.0022933000000000003
cine_jit,brightness,brightness_factor_2,Visual,10.968698310852051,0.73736501481,0.2617685646489263,0.9960714295208454,-4.167917673642502,0.982,0.0,0.0202609,0.1193021,0.0413342,0.0023506
cine_jit,center_crop,scale_0.1,Geometric,,,,0.4987143074721098,-0.3352273607556046,0.0,0.0,0.015408100000000003,0.0,0.0299736,0.0023213
cine_jit,center_crop,scale_0.2,Geometric,,,,0.49592859322577715,-0.33112507926489454,0.0,0.0,0.0147408,0.0,0.030030800000000007,0.0022835
cine_jit,center_crop,scale_0.5,Geometric,,,,0.5040714505165815,-0.3373113577495052,0.0,0.0,0.017443300000000002,0.0,0.03601299999999999,0.0023024000000000005
cine_jit,collage,scale_0.1,Inpainting,-2.264131217956543,0.15222266984399999,0.7499057468175888,0.6403571749031544,-0.8613041623189308,0.002,0.0,0.018156500000000002,0.1183056,0.037305000000000005,0.0033442000000000003
cine_jit,comb,default,Mixed,,,,0.5037857362255455,-0.34787567211106724,0.0,0.0,0.017114600000000004,0.0,0.0346486,0.015026899999999998
cine_jit,contrast,contrast_factor_1.5,Visual,21.203966033935547,0.82492182279,0.10614364800043403,0.9979285719394684,-4.189271843250608,0.984,0.0,0.019087000000000003,0.11721569999999999,0.0398754,0.0024752999999999997
cine_jit,contrast,contrast_factor_2,Visual,17.20670739173889,0.70639500298,0.1901860120818019,0.9970714294910431,-4.175135788491075,0.975,0.001,0.020367200000000002,0.1193308,0.0412925,0.0024322999999999997
cine_jit,gaussian_blur,kernel_size_17,Visual,22.98837381362915,0.7345776365200001,0.46964600117504596,0.9962857156395912,-4.161671516710178,0.964,0.0,0.019586000000000003,0.1177006,0.0402553,0.0027628
cine_jit,gaussian_blur,kernel_size_3,Visual,29.48486163520813,0.92603678758,0.1511742896437645,0.9997857143878937,-4.210891665518569,0.994,0.0,0.0193962,0.11915580000000002,0.040181600000000005,0.0028139999999999997
cine_jit,hflip,default,Geometric,,,,0.5152857366800309,-0.3860999028091876,0.0,0.0,0.019453899999999996,0.0,0.038473799999999996,0.0021997
cine_jit,hue,hue_factor_-0.1,Visual,26.82082160949707,0.95958051585,0.13717786891572178,0.976928575694561,-3.953951484600151,0.893,0.0,0.014568700000000002,0.11870789999999999,0.0315958,0.0038947999999999995
cine_jit,hue,hue_factor_0.1,Visual,26.859237878799437,0.9648306783,0.1396170155685395,0.9948571441471576,-4.156042565949502,0.975,0.0,0.0165752,0.11801149999999999,0.0341875,0.003989599999999999
cine_jit,jpeg,quality_factor_40,Compression,29.44433637237549,0.91525193599,0.19659307485073804,0.9393571620583534,-3.409343335671343,0.497,0.0,0.0185747,0.11844269999999998,0.0379668,0.0219767
cine_jit,jpeg,quality_factor_80,Compression,32.83987800598145,0.95561534721,0.10288211115077138,0.9963571443557739,-4.158669019244395,0.93,0.0,0.0198866,0.11633569999999999,0.04084700000000001,0.0232457
cine_jit,median_filter,kernel_size_3,Visual,,,,0.9995000002384186,-4.2061873004823465,0.992,0.0,0.0194793,0.0,0.0406742,0.0031006000000000002
cine_jit,median_filter,kernel_size_7,Visual,,,,0.999071429014206,-4.19945762958086,0.984,0.0,0.0195634,0.0,0.0416309,0.0049805
cine_jit,none,default,None,44.57761585617065,0.99689209203,0.022877193189691752,0.9997142858505249,-4.209715574259513,0.994,0.0,0.0380514,0.11829179999999997,0.05887730000000001,0.0021683
cine_jit,overlay_text,default,Inpainting,26.566834508895873,0.9797355762,0.056516835706308485,0.9996428573131562,-4.208539483000458,0.99,0.0,0.019463900000000003,0.1181968,0.0410009,0.021147700000000002
cine_jit,perspective,distortion_scale_0.1,Geometric,,,,0.5249285944625736,-0.47179957110970555,0.0,0.0,0.0186661,0.0,0.03826859999999999,0.0032442
cine_jit,perspective,distortion_scale_0.5,Geometric,,,,0.5015000222399831,-0.349701211221236,0.0,0.0,0.0210106,0.0,0.042139899999999994,0.0032573
cine_jit,proportion,prop_0.1,Geometric,,,,0.8256428890526295,-2.270391522598131,0.168,0.0,0.0189112,0.0,0.0397027,0.0023819999999999996
cine_jit,resize,scale_0.1,Geometric,,,,0.9991428574919701,-4.201489896759147,0.99,0.0,0.013764600000000002,0.0,0.029183,0.0023250000000000002
cine_jit,resize,scale_0.5,Geometric,,,,0.9996428573131562,-4.208539483000458,0.994,0.0,0.0159048,0.0,0.033760099999999994,0.0023076000000000004
cine_jit,rotate,angle_10,Geometric,,,,0.5035714503005146,-0.3465748494178488,0.0,0.0,0.019503999999999997,0.0,0.03929080000000001,0.0026563999999999997
cine_jit,saturation,saturation_factor_1.5,Visual,29.795919807434082,0.96583138219,0.047503451135009526,0.9997857143878937,-4.210891665518569,0.997,0.0,0.018806200000000002,0.12157259999999999,0.0396032,0.0024063999999999995
cine_jit,saturation,saturation_factor_2,Visual,24.66211896324158,0.92016696315,0.08295480765774846,0.9999285714626313,-4.21324384803668,0.998,0.0,0.018576799999999997,0.1155013,0.0395487,0.0023869
cine_jit,sharpness,sharpness_factor_1.5,Visual,36.179243997573856,0.9877379007,0.03578403472341597,0.9997142858505249,-4.209715574259513,0.993,0.0,0.018844700000000002,0.1178692,0.0396441,0.0025960000000000002
cine_jit,sharpness,sharpness_factor_2,Visual,31.19517758369446,0.96670936118,0.06171484182775021,0.9995714287757873,-4.2076902683942485,0.991,0.0,0.019257800000000002,0.11999629999999999,0.0422377,0.0025938999999999997
dctdwt,brightness,brightness_factor_1.5,Visual,14.646175559997559,0.85921773233,0.1388432988859713,0.5978125,-1.9191306399385262,0.099,0.0,0.0235184,0.1246352,0.047183499999999996,0.0022683
dctdwt,brightness,brightness_factor_2,Visual,10.881604486465454,0.71897309263,0.26098551776260137,0.4898125,-0.34018891538781537,0.0,0.0,0.024112099999999997,0.12904450000000003,0.0475997,0.0023271
dctdwt,collage,scale_0.1,Inpainting,-2.2728081817626955,0.150185196504,0.7494750100374222,0.68025,-1.8593439550505408,0.005,0.0,0.0238288,0.1306898,0.04771430000000001,0.0033881
dctdwt,contrast,contrast_factor_1.5,Visual,21.041186895370483,0.81546665239,0.10033562627620995,0.62546875,-2.447305479356551,0.147,0.0,0.02357,0.12252060000000001,0.0470408,0.0024881
dctdwt,contrast,contrast_factor_2,Visual,17.130134965896605,0.69788034973,0.18464771055430174,0.493,-0.3944471596834818,0.003,0.0,0.023721700000000002,0.1282683,0.0471453,0.0025323000000000003
dctdwt,gaussian_blur,kernel_size_17,Visual,23.000045793533324,0.7343527059800001,0.46832468992471693,0.49846875,-0.38040580612390384,0.0,0.0,0.0232742,0.12188739999999998,0.0466825,0.0027191999999999997
dctdwt,gaussian_blur,kernel_size_3,Visual,29.359823127746584,0.9225038952700001,0.1445731447674334,0.7554375,-4.24479106449854,0.294,0.0,0.0234535,0.12255439999999998,0.046827400000000005,0.0028728
dctdwt,hflip,default,Geometric,,,,0.50515625,-0.41070173930413784,0.0,0.0,0.024068199999999998,0.0,0.047574399999999996,0.0023911
dctdwt,hue,hue_factor_-0.1,Visual,26.185697172164918,0.94145341576,0.1829733139714226,0.685,-3.6290524452344743,0.277,0.0,0.0202348,0.13034090000000004,0.040309899999999996,0.0045601
dctdwt,hue,hue_factor_0.1,Visual,26.28839067840576,0.94862848134,0.1473156900377944,0.817625,-6.088935426143821,0.529,0.0,0.0199294,0.1205514,0.0397847,0.0038936
dctdwt,jpeg,quality_factor_40,Compression,29.497363302230834,0.91596003594,0.19278194385766984,0.5020625,-0.3826146140818607,0.0,0.0,0.023294000000000002,0.12497190000000001,0.046757200000000006,0.0217527
dctdwt,jpeg,quality_factor_80,Compression,32.97083967590332,0.95628321189,0.0949205633001402,0.50665625,-0.41018963104978795,0.0,0.0,0.0236413,0.12104549999999999,0.047097499999999994,0.0233617
dctdwt,median_filter,kernel_size_3,Visual,,,,0.52965625,-0.5827200230159719,0.001,0.0,0.0233184,0.0,0.046724,0.0030951000000000004
dctdwt,median_filter,kernel_size_7,Visual,,,,0.52696875,-0.5416524306005963,0.001,0.0,0.023101,0.0,0.04641760000000001,0.004961600000000001
dctdwt,none,default,None,37.100932926177975,0.98238478442,0.018059058379149066,0.9069375,-7.465387567368447,0.693,0.0,0.023649999999999997,0.14264190000000002,0.0489201,0.0023167
dctdwt,overlay_text,default,Inpainting,26.161182703018188,0.9655021622,0.052341841217130425,0.9075,-7.481749456599679,0.694,0.0,0.023286399999999995,0.12185660000000001,0.046642,0.0208104
dctdwt,perspective,distortion_scale_0.1,Geometric,,,,0.5094375,-0.4148919277292913,0.0,0.0,0.023255599999999998,0.0,0.046636500000000004,0.0032637
dctdwt,perspective,distortion_scale_0.5,Geometric,,,,0.49571875,-0.34551440090266644,0.0,0.0,0.0232342,0.0,0.04653340000000001,0.0031872
dctdwt,proportion,prop_0.1,Geometric,,,,0.56490625,-0.8622671504886679,0.004,0.0,0.023345799999999996,0.0,0.046826700000000006,0.0023633999999999994
dctdwt,rotate,angle_10,Geometric,,,,0.50721875,-0.3981109464696025,0.0,0.0,0.023347700000000002,0.0,0.0473137,0.0033089
dctdwt,saturation,saturation_factor_1.5,Visual,28.590861644744873,0.9479178643299999,0.04503343831095845,0.6079375,-2.4414515215618957,0.151,0.0,0.023415699999999998,0.1286404,0.047054,0.002418
dctdwt,saturation,saturation_factor_2,Visual,24.03351840400696,0.9004733717600001,0.08263210132345557,0.472,-0.3452179077776427,0.003,0.0,0.0235096,0.12627249999999998,0.04716070000000001,0.0024
dctdwt,sharpness,sharpness_factor_1.5,Visual,32.89536434936524,0.96798861493,0.034998534508980814,0.90575,-7.425334355548517,0.685,0.0,0.0234587,0.1212171,0.046932299999999996,0.0026072999999999995
dctdwt,sharpness,sharpness_factor_2,Visual,29.32010269546509,0.94230270498,0.06395385470613837,0.9031875,-7.3604109030809415,0.664,0.0,0.023422100000000005,0.1195551,0.0467783,0.0025878
fnns,brightness,brightness_factor_1.5,Visual,14.666424600601196,0.8575865740299999,0.1761525107510388,0.99659375,-9.509029064634491,0.975,0.0,0.011226599999999998,0.1234303,0.0230385,0.0023639999999999998
fnns,brightness,brightness_factor_2,Visual,10.89384718132019,0.71421256051,0.29418559215962886,0.98828125,-9.22717421456476,0.914,0.0,0.012082800000000001,0.1175197,0.0244659,0.0022692000000000003
fnns,center_crop,scale_0.1,Geometric,,,,0.99215625,-9.332077256146167,0.924,0.0,0.0038908999999999997,0.0,0.0062866,0.0022579
fnns,center_crop,scale_0.2,Geometric,,,,0.9965,-9.49380218710162,0.955,0.0,0.0058032000000000005,0.0,0.0101479,0.0022439
fnns,center_crop,scale_0.5,Geometric,,,,0.99821875,-9.558841561493942,0.972,0.0,0.007449300000000001,0.0,0.0140286,0.0022887000000000003
fnns,collage,scale_0.1,Inpainting,-2.264151153564453,0.15096082084699997,0.7516143677830696,0.8478125,-4.94242237560023,0.258,0.0,0.011860699999999998,0.12263500000000001,0.023200000000000002,0.0033249999999999994
fnns,comb,default,Mixed,,,,0.957,-7.995744090059443,0.657,0.001,0.0057744,0.0,0.011760999999999999,0.0144822
fnns,contrast,contrast_factor_1.5,Visual,21.08928023147583,0.8189915701699999,0.12515786097198725,0.99815625,-9.552669354332867,0.965,0.0,0.0123833,0.1195645,0.0235169,0.0024822999999999994
fnns,contrast,contrast_factor_2,Visual,17.15247671699524,0.7011445664399999,0.2040405571088195,0.9940625,-9.392927502610569,0.917,0.0,0.011627799999999997,0.12218280000000001,0.023237099999999997,0.0024706999999999993
fnns,gaussian_blur,kernel_size_17,Visual,23.001661640167235,0.73342866011,0.4680922738313675,0.501875,-0.3548576072833981,0.0,0.0,0.0112015,0.1178255,0.0224232,0.0027759
fnns,gaussian_blur,kernel_size_3,Visual,29.340129753112794,0.9207293692400002,0.15687376248463988,0.95278125,-7.713495870490613,0.666,0.0,0.0110674,0.11823220000000001,0.022301,0.0026820000000000004
fnns,hflip,default,Geometric,,,,0.56934375,-0.7522198412154251,0.0,0.0,0.0109787,0.0,0.0221559,0.0021186000000000004
fnns,hue,hue_factor_-0.1,Visual,26.20327004623413,0.94627732258,0.16387603045627475,0.99171875,-9.278746262161759,0.862,0.0,0.008224,0.11820260000000002,0.0160829,0.0038195
fnns,hue,hue_factor_0.1,Visual,26.221160842895507,0.95119678531,0.16759045490436256,0.99465625,-9.401950091789502,0.949,0.0,0.0084077,0.122867,0.0173771,0.0038316999999999995
fnns,jpeg,quality_factor_40,Compression,29.31752152252197,0.91143800601,0.20191697863489388,0.82709375,-4.214259600535113,0.064,0.0,0.0113499,0.12450749999999998,0.022549600000000003,0.021025399999999996
fnns,jpeg,quality_factor_80,Compression,32.3667008934021,0.9493270618499999,0.1147521951533854,0.95403125,-7.771567083699816,0.502,0.001,0.010940000000000002,0.1186529,0.022150999999999997,0.022403299999999998
fnns,median_filter,kernel_size_3,Visual,,,,0.99915625,-9.594859719577293,0.987,0.0,0.0119945,0.0,0.0234126,0.0029682999999999997
fnns,median_filter,kernel_size_7,Visual,,,,0.89875,-5.967818774041979,0.315,0.0,0.0127122,0.0,0.024368,0.0049116
fnns,none,default,None,37.73194052124023,0.98343209724,0.0577609139168635,0.999125,-9.592714061221972,0.991,0.0,0.011058299999999998,0.12131009999999999,0.022179699999999997,0.0020877999999999995
fnns,overlay_text,default,Inpainting,26.282964448928833,0.9665547330900001,0.08968364307656884,0.99896875,-9.585761984636033,0.99,0.0,0.011139299999999998,0.11765619999999999,0.0222427,0.0200088
fnns,perspective,distortion_scale_0.1,Geometric,,,,0.996375,-9.472621044609186,0.917,0.001,0.0128539,0.0,0.024233099999999997,0.0031759000000000006
fnns,perspective,distortion_scale_0.5,Geometric,,,,0.9118125,-6.591575849895768,0.276,0.0,0.010885099999999998,0.0,0.0219434,0.0031799
fnns,proportion,prop_0.1,Geometric,,,,0.8770625,-5.6069631497592525,0.122,0.0,0.012266899999999999,0.0,0.0235276,0.0024128
fnns,resize,scale_0.1,Geometric,,,,0.4676875,-0.2618836687110853,0.0,0.0,0.0019244,0.0,0.004073500000000001,0.0023171
fnns,resize,scale_0.5,Geometric,,,,0.82228125,-4.392052658381943,0.142,0.0,0.0062721,0.0,0.012288599999999998,0.0022366
fnns,rotate,angle_10,Geometric,,,,0.94728125,-7.522718862210089,0.463,0.0,0.0120438,0.0,0.0233069,0.0027481
fnns,saturation,saturation_factor_1.5,Visual,28.54383068084717,0.9485864386,0.07616740123927593,0.99909375,-9.591195547282094,0.987,0.0,0.0119347,0.12006960000000001,0.023122200000000002,0.0024886999999999995
fnns,saturation,saturation_factor_2,Visual,23.90470901298523,0.8981677048100001,0.10701824130117893,0.99871875,-9.575859766012146,0.984,0.0,0.0110701,0.12370179999999999,0.022131100000000004,0.0025103
fnns,sharpness,sharpness_factor_1.5,Visual,33.518123767852785,0.96978701776,0.07903308323398232,0.99915625,-9.59435724319616,0.992,0.0,0.010910699999999999,0.1172491,0.022112,0.0025691999999999998
fnns,sharpness,sharpness_factor_2,Visual,29.774914964675904,0.9443477919900001,0.10925241761282087,0.99896875,-9.586499370537702,0.99,0.0,0.011623699999999999,0.1178423,0.023621299999999998,0.0025761999999999994
hidden,brightness,brightness_factor_1.5,Visual,14.668389726638795,0.85556499607,0.16644846443086864,0.9644375,-8.305146735463047,0.66,0.0,0.011175,0.1207114,0.0223857,0.0023567
hidden,brightness,brightness_factor_2,Visual,10.89320477104187,0.71096163557,0.2858060501739383,0.96040625,-8.249435268732869,0.667,0.0,0.011186,0.117228,0.022693500000000002,0.0023314
hidden,center_crop,scale_0.1,Geometric,,,,0.9074375,-6.347466337025129,0.245,0.0,0.0040462,0.0,0.0064735999999999995,0.0022198
hidden,center_crop,scale_0.2,Geometric,,,,0.92946875,-7.017488963128573,0.373,0.0,0.0030765000000000002,0.0,0.006219200000000001,0.0021753
hidden,center_crop,scale_0.5,Geometric,,,,0.942375,-7.431960819750468,0.42,0.0,0.006442399999999999,0.0,0.0131342,0.0022432999999999997
hidden,collage,scale_0.1,Inpainting,-2.2765180587768556,0.15227499644599998,0.7508550782799721,0.64425,-1.386259516529165,0.001,0.0,0.011146399999999997,0.11861680000000001,0.023527,0.0033564
hidden,comb,default,Mixed,,,,0.8813125,-5.800753509063626,0.21,0.0,0.0057363,0.0,0.0119149,0.0138353
hidden,contrast,contrast_factor_1.5,Visual,21.11191944694519,0.8200089765699999,0.11636101794615387,0.94975,-7.653379017435201,0.458,0.0,0.0113499,0.1202828,0.022605999999999998,0.0024560999999999997
hidden,contrast,contrast_factor_2,Visual,17.163515506744385,0.70152928769,0.19615146344155074,0.94015625,-7.334541481094144,0.403,0.0,0.0111141,0.119358,0.0224578,0.0024878
hidden,gaussian_blur,kernel_size_17,Visual,22.999225114822387,0.73255334052,0.4681666596233845,0.5169375,-0.4356468352194895,0.0,0.0,0.0117121,0.11800999999999999,0.0239112,0.0027128
hidden,gaussian_blur,kernel_size_3,Visual,29.30019935798645,0.9197116746599999,0.15321054110303522,0.8750625,-5.358207788862211,0.206,0.0,0.0116768,0.1195265,0.023172799999999997,0.0027125000000000005
hidden,hflip,default,Geometric,,,,0.5266875,-0.506463284296297,0.0,0.0,0.0111497,0.0,0.022611899999999997,0.0023009
hidden,hue,hue_factor_-0.1,Visual,26.263194860458373,0.94564773068,0.16030002095922827,0.77078125,-3.0402687884686643,0.017,0.0,0.0076119000000000004,0.1198969,0.0153348,0.0038686000000000003
hidden,hue,hue_factor_0.1,Visual,26.285945333480836,0.9506901385900001,0.16239549501426517,0.84275,-4.578824021509619,0.047,0.0,0.0075802,0.11818119999999999,0.015326900000000001,0.003913699999999999
hidden,jpeg,quality_factor_40,Compression,29.327193628311157,0.91114804064,0.1993132409527898,0.73696875,-2.634302581673334,0.008,0.0,0.012230399999999999,0.11884210000000002,0.0238538,0.022604500000000003
hidden,jpeg,quality_factor_80,Compression,32.452746685028075,0.94956489769,0.1088007452711463,0.8658125,-5.299139346263899,0.102,0.0,0.0116404,0.11652020000000002,0.023130300000000003,0.023208699999999995
hidden,median_filter,kernel_size_3,Visual,,,,0.94465625,-7.4924709514490715,0.45,0.0,0.0112601,0.0,0.0225324,0.0030381
hidden,median_filter,kernel_size_7,Visual,,,,0.826875,-4.139066232474529,0.061,0.0,0.011703199999999999,0.0,0.023112999999999998,0.0050012
hidden,none,default,None,38.24059494400024,0.9832278780400001,0.048101929443888365,0.95125,-7.736043218507175,0.468,0.0,0.0117971,0.11796540000000001,0.0232564,0.002114
hidden,overlay_text,default,Inpainting,26.321853666305543,0.96633778048,0.08044499544799327,0.949125,-7.6631777560924546,0.468,0.0,0.011302700000000002,0.1168147,0.0225988,0.0209161
hidden,perspective,distortion_scale_0.1,Geometric,,,,0.9314375,-7.046730361831291,0.37,0.0,0.011042999999999999,0.0,0.0222458,0.0032808
hidden,perspective,distortion_scale_0.5,Geometric,,,,0.88640625,-5.735525309642246,0.095,0.0,0.0127299,0.0,0.025348199999999998,0.0033152000000000004
hidden,proportion,prop_0.1,Geometric,,,,0.6554375,-1.5626950188892554,0.002,0.0,0.0116917,0.0,0.0230418,0.0023060999999999997
hidden,resize,scale_0.1,Geometric,,,,0.588125,-0.8615945622307308,0.0,0.001,0.002156,0.0,0.004242599999999999,0.0022698
hidden,resize,scale_0.5,Geometric,,,,0.85703125,-5.180355576112077,0.164,0.0,0.0059527,0.0,0.0119695,0.0022125
hidden,rotate,angle_10,Geometric,,,,0.80421875,-3.6745007884330465,0.006,0.0,0.0121264,0.0,0.023733599999999997,0.0026304999999999996
hidden,saturation,saturation_factor_1.5,Visual,28.53894853782654,0.94601668902,0.07099743086658418,0.95834375,-7.99798803696701,0.541,0.0,0.011136600000000002,0.11637819999999999,0.022526499999999998,0.0024262
hidden,saturation,saturation_factor_2,Visual,23.863983478546142,0.893267175,0.10509758074954152,0.9626875,-8.198485659421427,0.587,0.0,0.0119064,0.12104259999999997,0.023869399999999995,0.0024253
hidden,sharpness,sharpness_factor_1.5,Visual,33.91716563034058,0.97022058575,0.06683097404614091,0.9565,-7.897718003173097,0.48,0.0,0.011433699999999998,0.1169576,0.022681899999999998,0.002593
hidden,sharpness,sharpness_factor_2,Visual,30.043136520385744,0.9452485202400001,0.0955756522230804,0.9566875,-7.898313902122441,0.474,0.0,0.0117193,0.11878699999999999,0.0235555,0.0026398999999999993
invismark,brightness,brightness_factor_1.5,Visual,14.738342275619507,0.87701128767,0.12574041003361344,0.9217381114959717,-16.870595611317132,0.564,0.0,0.014522300000000002,0.115453,0.027938800000000003,0.0023911
invismark,brightness,brightness_factor_2,Visual,10.926432598114014,0.7333982691700001,0.24976269207894802,0.8870238243937493,-14.34283482516149,0.371,0.0,0.014733399999999999,0.11640390000000002,0.027884,0.0023564000000000002
invismark,center_crop,scale_0.1,Geometric,,,,0.504190485805273,-0.41988612053084645,0.0,0.0,0.0077372,0.0,0.015672600000000002,0.0022518000000000004
invismark,center_crop,scale_0.2,Geometric,,,,0.5263333438932896,-0.6297731029618481,0.0,0.0,0.008647900000000004,0.0,0.017333900000000003,0.0021893
invismark,center_crop,scale_0.5,Geometric,,,,0.7017738223075867,-6.349929769617189,0.106,0.0,0.010717399999999998,0.0,0.021571100000000003,0.0022503
invismark,collage,scale_0.1,Inpainting,-2.2717801971435545,0.15258344491500003,0.7485640191435814,0.6715714416205883,-3.9067390915672293,0.005,0.0,0.013112500000000001,0.1161422,0.0262442,0.0033128000000000003
invismark,comb,default,Mixed,,,,0.5207976287901401,-0.7423868250004568,0.0,0.0,0.0099893,0.0,0.020150300000000003,0.013827200000000001
invismark,contrast,contrast_factor_1.5,Visual,21.284102626800536,0.8295019183,0.08798286745883524,0.9293214450478554,-17.359351795808255,0.583,0.0,0.013177700000000002,0.11486100000000002,0.026334700000000003,0.0024246999999999997
invismark,contrast,contrast_factor_2,Visual,17.240934774398802,0.71059349919,0.17467144411057234,0.9044762061834335,-15.378894959062933,0.439,0.0,0.0140256,0.1169982,0.028518500000000002,0.0024259
invismark,gaussian_blur,kernel_size_17,Visual,22.977614444732666,0.7336594663000001,0.46859607407450676,0.630976201236248,-4.88192924623468,0.138,0.0,0.0135907,0.1167086,0.026984700000000004,0.0027131
invismark,gaussian_blur,kernel_size_3,Visual,29.54929346084595,0.92676824657,0.14022700368985533,0.946142874956131,-18.774471721181644,0.742,0.0,0.013097200000000002,0.1160889,0.026771100000000003,0.0027396000000000005
invismark,hflip,default,Geometric,,,,0.9410476362109185,-18.36003269363746,0.713,0.0,0.0131719,0.0,0.0264494,0.0022329000000000003
invismark,hue,hue_factor_-0.1,Visual,27.01629251098633,0.96224084741,0.11988744892820251,0.9269523967504502,-17.09118743325101,0.577,0.0,0.01045,0.11923030000000001,0.020155799999999998,0.0039475
invismark,hue,hue_factor_0.1,Visual,27.031705299377442,0.96727936293,0.12164110924972919,0.9242023964524269,-16.895729777224606,0.545,0.0,0.009856299999999998,0.119536,0.019549,0.0038695
invismark,jpeg,quality_factor_40,Compression,29.48294907569885,0.91550242827,0.19326017789542674,0.5046190570294857,-0.4287540272089966,0.0,0.0,0.013161,0.1154166,0.0264601,0.0212822
invismark,jpeg,quality_factor_80,Compression,32.96638896179199,0.95642980775,0.09412649696320295,0.5962381073236466,-2.7460936200689785,0.029,0.0,0.0130851,0.1165092,0.026442500000000004,0.022693299999999996
invismark,median_filter,kernel_size_3,Visual,,,,0.9445952557325363,-18.64258300141059,0.723,0.0,0.013303899999999999,0.0,0.026676199999999997,0.0030442000000000004
invismark,median_filter,kernel_size_7,Visual,,,,0.937821446120739,-18.06399662769626,0.672,0.0,0.0158664,0.0,0.029966400000000004,0.004986599999999999
invismark,none,default,None,48.622152503967285,0.9985117812900001,0.0021112090940005146,0.9460357320904732,-18.775607450342015,0.74,0.0,0.0132579,0.11887980000000001,0.0264375,0.0021634000000000002
invismark,overlay_text,default,Inpainting,26.609479709625244,0.98131364282,0.037218111069872974,0.9439285893440247,-18.59862668056303,0.732,0.0,0.013085699999999999,0.11834510000000001,0.026246699999999998,0.020623600000000002
invismark,perspective,distortion_scale_0.1,Geometric,,,,0.9295595407485961,-17.44331711677961,0.613,0.0,0.0130899,0.0,0.026438200000000002,0.0033
invismark,perspective,distortion_scale_0.5,Geometric,,,,0.5367262020111084,-1.0716648781015674,0.009,0.0,0.0130061,0.0,0.0261629,0.0031957000000000005
invismark,proportion,prop_0.1,Geometric,,,,0.7994881105422974,-8.199109844695037,0.037,0.0,0.013233800000000002,0.0,0.026556399999999997,0.0023561000000000003
invismark,resize,scale_0.1,Geometric,,,,0.9342381118834019,-18.00090341700723,0.718,0.0,0.007659700000000003,0.0,0.015326800000000002,0.0022634
invismark,resize,scale_0.5,Geometric,,,,0.9461904942393303,-18.784772085560732,0.74,0.0,0.009988399999999998,0.0,0.020179,0.0022713
invismark,rotate,angle_10,Geometric,,,,0.7906428708434105,-9.433997016934267,0.172,0.0,0.0132085,0.0,0.0265561,0.0026880999999999997
invismark,saturation,saturation_factor_1.5,Visual,30.167457122802734,0.97049209176,0.02039245542581193,0.9434762079119682,-18.561493958574186,0.713,0.0,0.015084900000000002,0.1171526,0.0282834,0.0024073
invismark,saturation,saturation_factor_2,Visual,24.94753152656555,0.9273588591799999,0.05185797966807149,0.939928588449955,-18.268050526190144,0.683,0.0,0.0131024,0.11664170000000001,0.026349700000000007,0.0023942
invismark,sharpness,sharpness_factor_1.5,Visual,36.77891961669922,0.9896274905800001,0.018068040760233998,0.9453095412254333,-18.713304501004895,0.727,0.0,0.0131716,0.1163315,0.0263789,0.0026026999999999995
invismark,sharpness,sharpness_factor_2,Visual,31.412074157714844,0.96876730805,0.04722047738730908,0.9447023984193802,-18.665347708247868,0.716,0.0,0.013499800000000001,0.11553030000000002,0.026700400000000003,0.0025253
mbrs_jit,brightness,brightness_factor_1.5,Visual,14.794059349060058,0.8806199334199999,0.1361859868131578,0.9291833801269531,-50.020756475197636,0.516,0.0,0.009025,0.1187098,0.018179899999999995,0.0023442000000000003
mbrs_jit,brightness,brightness_factor_2,Visual,10.971753702163696,0.73978515945,0.25749551785737274,0.8711417121887207,-37.18011360197734,0.361,0.0,0.009268799999999999,0.11902309999999999,0.0183737,0.0022317
mbrs_jit,center_crop,scale_0.1,Geometric,,,,0.49892086279392245,-0.3992944758629108,0.0,0.0,0.0039055,0.0,0.0080086,0.0022259000000000003
mbrs_jit,center_crop,scale_0.2,Geometric,,,,0.5015000296831131,-0.4163618514094413,0.0,0.001,0.0046491,0.0,0.009515000000000001,0.0022262000000000002
mbrs_jit,center_crop,scale_0.5,Geometric,,,,0.501454195767641,-0.42976865186104724,0.0,0.0,0.0067247,0.0,0.013626899999999999,0.0022267999999999997
mbrs_jit,collage,scale_0.1,Inpainting,-2.2705446701049805,0.153908827451,0.7493265954256058,0.5522625272870064,-1.4061028906068083,0.0,0.0,0.009075,0.1234314,0.018154,0.0033933
mbrs_jit,comb,default,Mixed,,,,0.5007083617448806,-0.4235272262698103,0.0,0.0,0.006024700000000001,0.0,0.0122516,0.0133933
mbrs_jit,contrast,contrast_factor_1.5,Visual,21.20251899719238,0.8252890588499999,0.0998312968686223,0.9326958803534507,-50.13676659865939,0.48,0.0,0.0090442,0.11767160000000002,0.018091499999999996,0.0024246999999999997
mbrs_jit,contrast,contrast_factor_2,Visual,17.203935625076294,0.7074689942600001,0.18483599698543549,0.8948125464320182,-41.165277216518675,0.369,0.0,0.0089817,0.11779740000000001,0.0180601,0.0024249999999999996
mbrs_jit,gaussian_blur,kernel_size_17,Visual,22.99119821166992,0.7347000718300001,0.4694867573082447,0.7640250397324562,-18.881354375187044,0.235,0.0,0.009020399999999998,0.118628,0.0181268,0.0027277
mbrs_jit,gaussian_blur,kernel_size_3,Visual,29.506669797897338,0.9261319254100001,0.149008793592453,0.9788875494599343,-63.19926317503318,0.774,0.0,0.0089814,0.1200953,0.018237299999999998,0.0026942
mbrs_jit,hflip,default,Geometric,,,,0.49552919510006904,-0.4307810747120268,0.005,0.0,0.0089933,0.0,0.018475900000000003,0.0022728
mbrs_jit,hue,hue_factor_-0.1,Visual,26.80436898612976,0.96080882581,0.13122530694911255,0.9757167153954506,-62.12744554865094,0.77,0.0,0.005545400000000001,0.1220198,0.0112091,0.0042026
mbrs_jit,hue,hue_factor_0.1,Visual,26.853628866195677,0.96608248797,0.13202814944228158,0.977983382999897,-62.93878781407436,0.769,0.0,0.005736299999999999,0.1178799,0.0113598,0.0038125
mbrs_jit,jpeg,quality_factor_40,Compression,29.422522090911865,0.91454193763,0.19919137293100356,0.9586042170524597,-56.5557176870814,0.589,0.0,0.008929600000000001,0.12004820000000002,0.018063499999999996,0.0202802
mbrs_jit,jpeg,quality_factor_80,Compression,32.79868677711487,0.95503525658,0.10404237950406968,0.9818833784461022,-64.56721281845707,0.814,0.0,0.008924399999999999,0.12191490000000002,0.018105200000000002,0.021677599999999998
mbrs_jit,median_filter,kernel_size_3,Visual,,,,0.9683000485897064,-59.69739855062012,0.684,0.0,0.0090183,0.0,0.018219299999999997,0.003083200000000001
mbrs_jit,median_filter,kernel_size_7,Visual,,,,0.8706125450134278,-35.792431247810356,0.338,0.0,0.0090183,0.0,0.018343400000000003,0.0049427
mbrs_jit,none,default,None,45.01749309921264,0.99740643931,0.016292677354300393,0.9885667086839676,-66.96926444381546,0.856,0.0,0.013110100000000001,0.13664420000000002,0.023291200000000005,0.00216
mbrs_jit,overlay_text,default,Inpainting,26.574565769195555,0.98022422642,0.05075947973690927,0.9841042175889015,-65.03088446124899,0.856,0.0,0.009039100000000001,0.1179907,0.0181108,0.020686100000000002
mbrs_jit,perspective,distortion_scale_0.1,Geometric,,,,0.5033708624839782,-0.4569927616268258,0.0,0.0,0.0090012,0.0,0.0182141,0.0032088
mbrs_jit,perspective,distortion_scale_0.5,Geometric,,,,0.4955958615243435,-0.37052302701501766,0.0,0.0,0.009051199999999999,0.0,0.0182537,0.003175
mbrs_jit,proportion,prop_0.1,Geometric,,,,0.5605291949212551,-1.6282437737911375,0.0,0.0,0.0090122,0.0,0.0183227,0.0023582
mbrs_jit,resize,scale_0.1,Geometric,,,,0.8911417133808136,-39.98036366345572,0.465,0.0,0.0037305000000000007,0.0,0.007634800000000001,0.0023143
mbrs_jit,resize,scale_0.5,Geometric,,,,0.9818125479221343,-64.30701206601205,0.811,0.0,0.0060625,0.0,0.0124553,0.0022524
mbrs_jit,rotate,angle_10,Geometric,,,,0.5004791958630085,-0.4171406005639453,0.0,0.0,0.008968299999999998,0.0,0.0181556,0.0026779999999999994
mbrs_jit,saturation,saturation_factor_1.5,Visual,29.944995527267455,0.96819170549,0.03296007356466726,0.988458377122879,-66.92096639983883,0.851,0.0,0.0089244,0.1180723,0.018029600000000003,0.0024332
mbrs_jit,saturation,saturation_factor_2,Visual,24.846499814987183,0.9250432067100001,0.06301208788575605,0.9868125441670418,-66.34252351918782,0.849,0.0,0.0090454,0.12097819999999998,0.0181308,0.0023625000000000005
mbrs_jit,sharpness,sharpness_factor_1.5,Visual,36.37889844322205,0.9884405183599999,0.031173059170134364,0.9886000419855118,-67.01102738217817,0.857,0.0,0.0096068,0.1184642,0.0194337,0.0026605999999999995
mbrs_jit,sharpness,sharpness_factor_2,Visual,31.286748254776,0.96757572166,0.059012719467282294,0.9885625417232513,-67.03232498555793,0.862,0.0,0.009006400000000001,0.1183642,0.018123199999999996,0.0025877999999999995
ssl,brightness,brightness_factor_1.5,Visual,14.666704242706299,0.85775743702,0.17534192876145244,0.9898125,-9.208813414172605,0.861,0.0,0.011607199999999998,0.1177051,0.023011499999999997,0.0022622
ssl,brightness,brightness_factor_2,Visual,10.894122716903686,0.71435831421,0.2934588051736355,0.9783125,-8.798077512801068,0.788,0.0,0.011104,0.1173177,0.0223333,0.0023755999999999994
ssl,center_crop,scale_0.1,Geometric,,,,0.9768125,-8.678997241194127,0.735,0.0,0.0025133,0.0,0.0048871,0.0021497
ssl,center_crop,scale_0.2,Geometric,,,,0.98715625,-9.084324608293683,0.831,0.0,0.0040173,0.0,0.0072225,0.0021552
ssl,center_crop,scale_0.5,Geometric,,,,0.99225,-9.29499658794747,0.873,0.0,0.0064994,0.0,0.013135099999999999,0.0022311
ssl,collage,scale_0.1,Inpainting,-2.262250091552734,0.15156199658000002,0.7516803656816482,0.8246875,-4.456688032299573,0.199,0.0,0.012288599999999998,0.1190981,0.0239294,0.0033125
ssl,comb,default,Mixed,,,,0.9386875,-7.305030885715763,0.38,0.0,0.0066,0.0,0.013726099999999998,0.016093899999999998
ssl,contrast,contrast_factor_1.5,Visual,21.090113580703736,0.8190682861699999,0.12430819328129292,0.990875,-9.240701388893402,0.868,0.0,0.011350099999999998,0.12024580000000001,0.0235158,0.0024878
ssl,contrast,contrast_factor_2,Visual,17.152819324493407,0.7011987689600001,0.20334376034140586,0.9835,-8.94856919966525,0.815,0.0,0.0116858,0.1170778,0.022949599999999997,0.0023877999999999994
ssl,gaussian_blur,kernel_size_17,Visual,23.00141637992859,0.73342743876,0.46816167458891866,0.51284375,-0.43358824860475326,0.0,0.0,0.010992100000000001,0.11853549999999999,0.0221647,0.002782
ssl,gaussian_blur,kernel_size_3,Visual,29.341009077072144,0.9207692349,0.1559926134981215,0.93284375,-7.012409162301727,0.379,0.0,0.011043299999999999,0.1164943,0.022258599999999996,0.0027701
ssl,hflip,default,Geometric,,,,0.53434375,-0.5313603406038664,0.0,0.0,0.011164,0.0,0.022360999999999995,0.0022149
ssl,hue,hue_factor_-0.1,Visual,26.20397741317749,0.9463060623799999,0.163308296488598,0.97959375,-8.757611514361445,0.729,0.0,0.0077664,0.11858,0.015617599999999999,0.0038316999999999995
ssl,hue,hue_factor_0.1,Visual,26.22026176071167,0.95125071392,0.16717887587472796,0.986,-9.036309155152695,0.794,0.0,0.009665199999999999,0.12042879999999999,0.0176085,0.0039002999999999998
ssl,jpeg,quality_factor_40,Compression,29.317452054977416,0.9114407704299999,0.2018083140105009,0.806375,-3.8483989482909755,0.044,0.0,0.0111357,0.1179114,0.022425399999999998,0.020991799999999998
ssl,jpeg,quality_factor_80,Compression,32.365828380584716,0.9493290624199999,0.11406618077680468,0.94215625,-7.342269345541497,0.36,0.0,0.0112431,0.1210589,0.0227689,0.023215999999999997
ssl,median_filter,kernel_size_3,Visual,,,,0.9938125,-9.355810893541028,0.891,0.0,0.0123576,0.0,0.0240618,0.0030770999999999997
ssl,median_filter,kernel_size_7,Visual,,,,0.88415625,-5.55413173196328,0.2,0.0,0.0113427,0.0,0.0229303,0.0049667999999999995
ssl,none,default,None,37.75746123123169,0.98352955177,0.05662920736055821,0.993875,-9.358633651540634,0.892,0.0,0.011422499999999999,0.1187183,0.0228569,0.0021622000000000004
ssl,overlay_text,default,Inpainting,26.284858444213867,0.96664741091,0.08865019478276372,0.99384375,-9.358064698163162,0.893,0.0,0.0110043,0.117299,0.022308899999999996,0.020749700000000003
ssl,perspective,distortion_scale_0.1,Geometric,,,,0.98803125,-9.126225580495474,0.82,0.0,0.0111043,0.0,0.022348599999999996,0.0032933000000000003
ssl,perspective,distortion_scale_0.5,Geometric,,,,0.884375,-5.816851749177662,0.265,0.001,0.011731499999999999,0.0,0.023035500000000004,0.0034295
ssl,proportion,prop_0.1,Geometric,,,,0.836875,-4.594338601331186,0.119,0.0,0.011123199999999998,0.0,0.022382100000000002,0.0023755999999999994
ssl,resize,scale_0.1,Geometric,,,,0.480625,-0.30077685691342126,0.0,0.0,0.0024989,0.0,0.0047035,0.0022058
ssl,resize,scale_0.5,Geometric,,,,0.79834375,-3.8352954961692602,0.084,0.0,0.0058119,0.0,0.0118095,0.0022506
ssl,rotate,angle_10,Geometric,,,,0.9216875,-6.704540234616244,0.305,0.0,0.0110619,0.0,0.0224101,0.0026637000000000006
ssl,saturation,saturation_factor_1.5,Visual,28.552481477737427,0.94877856186,0.07488102758303285,0.99359375,-9.346210404385907,0.896,0.0,0.0112018,0.11687199999999999,0.022391499999999998,0.0024197999999999993
ssl,saturation,saturation_factor_2,Visual,23.910604997634888,0.8984749926200001,0.1058227788284421,0.99365625,-9.347790890563363,0.896,0.0,0.0117848,0.11746529999999998,0.024530899999999998,0.0024058
ssl,sharpness,sharpness_factor_1.5,Visual,33.538280977249144,0.9699265181,0.07791425779834389,0.99359375,-9.345360278345975,0.887,0.0,0.012224199999999998,0.1180759,0.0238256,0.0025433
ssl,sharpness,sharpness_factor_2,Visual,29.78780319213867,0.94451763018,0.10809876059368252,0.99303125,-9.320970672262485,0.876,0.0,0.0110052,0.1169254,0.022236000000000002,0.0025881
trustmark,brightness,brightness_factor_1.5,Visual,14.797746950149536,0.8772074622699999,0.13106224421039223,0.9735,-8.87156538487166,0.87,0.017,0.012873800000000001,0.1184639,0.0252285,0.0023060999999999997
trustmark,brightness,brightness_factor_2,Visual,10.967200563430787,0.73551933821,0.25289407966285943,0.92015625,-7.316462404466016,0.612,0.022,0.0130118,0.1162128,0.02536,0.0023311
trustmark,center_crop,scale_0.1,Geometric,,,,0.49853125,-0.362972070852509,0.024,0.024,0.0114391,0.0,0.0185321,0.0021624999999999995
trustmark,center_crop,scale_0.2,Geometric,,,,0.50109375,-0.37706022653399907,0.025,0.033,0.011471600000000002,0.0,0.019470300000000003,0.002271
trustmark,center_crop,scale_0.5,Geometric,,,,0.5830625,-0.9233145066916311,0.015,0.027,0.011047000000000001,0.0,0.0216516,0.0023463000000000004
trustmark,collage,scale_0.1,Inpainting,-2.262478870391846,0.153151256997,0.7491333208680153,0.55215625,-0.6432707991983161,0.021,0.028,0.0128308,0.11817309999999999,0.025748800000000002,0.0034088000000000005
trustmark,comb,default,Mixed,,,,0.55740625,-0.7327267759795759,0.02,0.026,0.0103812,0.0,0.020571199999999998,0.014579
trustmark,contrast,contrast_factor_1.5,Visual,21.22028749847412,0.8260762013,0.09491565416008234,0.97665625,-8.88007288698107,0.849,0.029,0.012868299999999997,0.1179123,0.025302599999999998,0.0024433
trustmark,contrast,contrast_factor_2,Visual,17.216852909088136,0.7077482628699999,0.180330394577235,0.92528125,-7.392852184893115,0.605,0.024,0.014002299999999999,0.11858759999999999,0.0266977,0.0025331999999999998
trustmark,gaussian_blur,kernel_size_17,Visual,22.95456008529663,0.73257132756,0.4709335263669491,0.9975,-9.565699842340388,0.989,0.027,0.0127814,0.11717440000000001,0.0246055,0.0027695
trustmark,gaussian_blur,kernel_size_3,Visual,29.342174648284914,0.92420044224,0.1475478604696691,0.99978125,-9.624602853959406,0.998,0.018,0.013329100000000002,0.11571820000000001,0.025582,0.0028026999999999995
trustmark,hflip,default,Geometric,,,,0.999875,-9.628342347190188,0.999,0.016,0.013413399999999999,0.0,0.025798899999999996,0.0022058
trustmark,hue,hue_factor_-0.1,Visual,26.659574853897094,0.9596278155499999,0.12567418080149217,0.99890625,-9.599538603967973,0.994,0.023,0.0094128,0.11987419999999999,0.017830800000000004,0.0038683
trustmark,hue,hue_factor_0.1,Visual,26.680271739959718,0.96466628384,0.12753733341069892,0.99934375,-9.6082473390882,0.994,0.032,0.009896499999999999,0.1194752,0.019034299999999997,0.0038387
trustmark,jpeg,quality_factor_40,Compression,29.29385005950928,0.9128465758099998,0.19774762840569018,0.994125,-9.443292442445914,0.963,0.033,0.012949099999999998,0.11760290000000001,0.024939100000000002,0.0224959
trustmark,jpeg,quality_factor_80,Compression,32.549212696075436,0.95360632495,0.10035306259058416,0.9988125,-9.58921249128877,0.99,0.023,0.012716200000000002,0.1174732,0.0245303,0.0218363
trustmark,median_filter,kernel_size_3,Visual,,,,0.99890625,-9.61393852903663,0.998,0.025,0.012807000000000002,0.0,0.0246357,0.0029994
trustmark,median_filter,kernel_size_7,Visual,,,,0.99821875,-9.588934445709722,0.993,0.036,0.0128314,0.0,0.024765600000000002,0.0049686
trustmark,none,default,None,42.2213345451355,0.99585676234,0.01032034737977665,1.0,-9.632959861247398,1.0,0.035,0.013203900000000003,0.11655950000000001,0.0250909,0.0021698000000000004
trustmark,overlay_text,default,Inpainting,26.509072881698607,0.97872485392,0.04483264752291143,1.0,-9.632959861247398,1.0,0.021,0.0140841,0.1180175,0.0267732,0.0218657
trustmark,perspective,distortion_scale_0.1,Geometric,,,,0.93209375,-7.587544652395137,0.639,0.027,0.014885500000000001,0.0,0.027424,0.0035392000000000006
trustmark,perspective,distortion_scale_0.5,Geometric,,,,0.502,-0.3816433120333905,0.033,0.028,0.0138754,0.0,0.0267733,0.0032817000000000007
trustmark,proportion,prop_0.1,Geometric,,,,0.59259375,-0.9155222785098207,0.023,0.035,0.0129079,0.0,0.0259174,0.0023933
trustmark,resize,scale_0.1,Geometric,,,,0.50834375,-0.41025264537352857,0.019,0.024,0.007562800000000001,0.0,0.014404900000000002,0.0023701
trustmark,resize,scale_0.5,Geometric,,,,0.991,-9.443955472020585,0.978,0.023,0.0103108,0.0,0.019234300000000003,0.0023396
trustmark,rotate,angle_10,Geometric,,,,0.51853125,-0.44729028444282454,0.018,0.026,0.014100199999999998,0.0,0.027807099999999998,0.0027414
trustmark,saturation,saturation_factor_1.5,Visual,29.69855445289612,0.96744526765,0.027429696291452275,0.99959375,-9.620244889254721,0.998,0.026,0.0129253,0.1188082,0.024837799999999997,0.0023939
trustmark,saturation,saturation_factor_2,Visual,24.726748781204222,0.92450320485,0.05773347282549366,0.9988125,-9.595148644183382,0.993,0.031,0.0129342,0.11720070000000002,0.025221600000000004,0.0023819999999999996
trustmark,sharpness,sharpness_factor_1.5,Visual,35.8256508026123,0.9870943233099999,0.0245468912050128,1.0,-9.632959861247398,1.0,0.026,0.013113300000000001,0.1178609,0.0253425,0.0025359999999999996
trustmark,sharpness,sharpness_factor_2,Visual,31.106086637496947,0.9664032158499999,0.05236728109046817,0.99996875,-9.631441347307522,0.999,0.032,0.012927500000000001,0.1175815,0.025330500000000002,0.0025631
wam,brightness,brightness_factor_1.5,Visual,14.672207807540893,0.8655128466199999,0.16237908020615577,0.99965625,-9.620123013682628,1.0,0.039,0.009398900000000002,0.11825149999999998,0.0182699,0.002339
wam,brightness,brightness_factor_2,Visual,10.897510557174682,0.7239938314800001,0.2812343974113464,0.99865625,-9.58886769805988,1.0,0.118,0.00892,0.116314,0.017605400000000004,0.0023182999999999997
wam,center_crop,scale_0.1,Geometric,,,,0.73115625,-3.1154344100965408,0.924,0.029,0.0034852999999999998,0.0,0.006915200000000001,0.0022110000000000003
wam,center_crop,scale_0.2,Geometric,,,,0.96128125,-8.491957203316176,0.989,0.016,0.0041104,0.0,0.008510799999999999,0.002232
wam,center_crop,scale_0.5,Geometric,,,,0.99203125,-9.3842039418357,0.998,0.015,0.0061799,0.0,0.0125342,0.0022246999999999996
wam,collage,scale_0.1,Inpainting,-2.266400936126709,0.150992852677,0.7509078124165535,0.98928125,-9.231033772974063,0.999,0.727,0.008549700000000002,0.11729419999999999,0.0172299,0.0033697999999999996
wam,comb,default,Mixed,,,,0.95353125,-8.187348275275076,0.988,0.03,0.0065046999999999995,0.0,0.0121825,0.015962399999999998
wam,contrast,contrast_factor_1.5,Visual,21.097586919784547,0.82376825003,0.11690622131153941,0.99984375,-9.62618334013686,1.0,0.013,0.008498499999999999,0.11840220000000003,0.0171592,0.0024749999999999998
wam,contrast,contrast_factor_2,Visual,17.155871156692506,0.7053444779500001,0.19687655824422837,0.99953125,-9.612441393742374,1.0,0.028,0.0092228,0.11565819999999999,0.019978000000000003,0.0024688999999999996
wam,gaussian_blur,kernel_size_17,Visual,22.95761491012573,0.7311312484,0.4726328406482935,0.99896875,-9.586375780353464,1.0,0.009,0.008511900000000001,0.1175784,0.017191199999999997,0.0027689000000000004
wam,gaussian_blur,kernel_size_3,Visual,29.077282075881957,0.9184001717,0.16821790143474938,1.0,-9.632959861247398,1.0,0.011,0.008505500000000001,0.11813740000000002,0.017184800000000004,0.0027189
wam,hflip,default,Geometric,,,,0.99990625,-9.628404319427766,1.0,0.016,0.008607,0.0,0.017864800000000004,0.0021622000000000004
wam,hue,hue_factor_-0.1,Visual,26.14288458442688,0.9490712910899999,0.1619285793080926,0.9998125,-9.624162349815851,1.0,0.013,0.0051073,0.11874689999999999,0.010357000000000002,0.003894199999999999
wam,hue,hue_factor_0.1,Visual,26.128018869400023,0.95344312296,0.16993943024799227,0.99996875,-9.631441347307522,1.0,0.017,0.005118299999999999,0.12012980000000001,0.010380499999999999,0.003937499999999999
wam,jpeg,quality_factor_40,Compression,29.23654267692566,0.91142145463,0.20342829067260026,0.9893125,-9.250217390456019,0.999,0.015,0.008553100000000001,0.11742779999999998,0.0173516,0.021732599999999998
wam,jpeg,quality_factor_80,Compression,32.21726478385925,0.9502540023499999,0.1186315699070692,0.9996875,-9.618401866264062,1.0,0.013,0.008511,0.1177304,0.0172153,0.0241543
wam,median_filter,kernel_size_3,Visual,,,,0.99996875,-9.631441347307522,1.0,0.012,0.0085927,0.0,0.017314999999999997,0.0030805
wam,median_filter,kernel_size_7,Visual,,,,0.99990625,-9.628404319427766,1.0,0.014,0.0086174,0.0,0.0174321,0.004961299999999999
wam,none,default,None,38.230781982421874,0.98804717543,0.044977972767315806,1.0,-9.632959861247398,1.0,0.011,0.0086198,0.11807740000000001,0.0173055,0.0022228
wam,overlay_text,default,Inpainting,26.324783542633057,0.97102511774,0.07685666616633534,1.0,-9.632959861247398,1.0,0.004,0.009522099999999999,0.11790919999999999,0.018214200000000003,0.022677600000000003
wam,perspective,distortion_scale_0.1,Geometric,,,,0.99946875,-9.610509453662228,1.0,0.016,0.0098468,0.0,0.019868,0.0032359999999999997
wam,perspective,distortion_scale_0.5,Geometric,,,,0.85396875,-5.6154813489614,0.905,0.008,0.0102,0.0,0.0189043,0.0033667000000000002
wam,proportion,prop_0.1,Geometric,,,,0.99559375,-9.44765893022657,1.0,0.011,0.0085811,0.0,0.017270499999999998,0.0023768
wam,resize,scale_0.1,Geometric,,,,0.999875,-9.626885805487888,1.0,0.012,0.0030872,0.0,0.0063238,0.0022122
wam,resize,scale_0.5,Geometric,,,,1.0,-9.632959861247398,1.0,0.011,0.0054988,0.0,0.011165600000000001,0.0022557999999999996
wam,rotate,angle_10,Geometric,,,,0.8441875,-4.868862999109111,1.0,0.009,0.0099483,0.0,0.0195273,0.0027067
wam,saturation,saturation_factor_1.5,Visual,28.340535629272463,0.95163577627,0.0824107708670199,1.0,-9.632959861247398,1.0,0.016,0.008511900000000001,0.1174159,0.017166800000000003,0.0023759
wam,saturation,saturation_factor_2,Visual,23.703161268234254,0.90095248591,0.12500894116982816,1.0,-9.632959861247398,1.0,0.03,0.0085302,0.11879369999999999,0.017209200000000004,0.0024134
wam,sharpness,sharpness_factor_1.5,Visual,34.35579618835449,0.97884988797,0.05415955503284931,1.0,-9.632959861247398,1.0,0.012,0.009009600000000001,0.1190259,0.018506599999999998,0.002568
wam,sharpness,sharpness_factor_2,Visual,30.462276391983032,0.95786161128,0.07630361559614539,1.0,-9.632959861247398,1.0,0.01,0.0090291,0.11821040000000001,0.017744700000000002,0.0026834999999999997