backend/data/val2014_1k_image_attacks_variations.csv

strength,model,attack,bit_acc,log10_p_value,TPR,FPR,watermark_det_score,psnr
40,dctdwt,jpeg,0.5020625,-0.3826146140818607,0.0,0.0,0.50625,29.497363302230834
80,dctdwt,jpeg,0.50665625,-0.41018963104978795,0.0,0.0,0.51825,32.97083967590332
1.5,dctdwt,brightness,0.5978125,-1.9191306399385262,0.099,0.0,0.6134375,14.646175559997559
2,dctdwt,brightness,0.4898125,-0.34018891538781537,0.0,0.0,0.5124375,10.881604486465454
1.5,dctdwt,contrast,0.62546875,-2.447305479356551,0.147,0.0,0.63775,21.041186895370483
2,dctdwt,contrast,0.493,-0.3944471596834818,0.003,0.0,0.516625,17.130134965896605
1.5,dctdwt,saturation,0.6079375,-2.4414515215618957,0.151,0.0,0.617375,28.590861644744873
2,dctdwt,saturation,0.472,-0.3452179077776427,0.003,0.0,0.4965625,24.03351840400696
1.5,dctdwt,sharpness,0.90575,-7.425334355548517,0.685,0.0,0.9000625,32.89536434936524
2,dctdwt,sharpness,0.9031875,-7.3604109030809415,0.664,0.0,0.897625,29.32010269546509
0.1,dctdwt,perspective,0.5094375,-0.4148919277292913,0.0,0.0,0.51975,
0.5,dctdwt,perspective,0.49571875,-0.34551440090266644,0.0,0.0,0.5189375,
3,dctdwt,median_filter,0.52965625,-0.5827200230159719,0.001,0.0,0.5355,
7,dctdwt,median_filter,0.52696875,-0.5416524306005963,0.001,0.0,0.53075,
-0.1,dctdwt,hue,0.685,-3.6290524452344743,0.277,0.0,0.6894375,26.185697172164918
0.1,dctdwt,hue,0.817625,-6.088935426143821,0.529,0.0,0.81825,26.28839067840576
3,dctdwt,gaussian_blur,0.7554375,-4.24479106449854,0.294,0.0,0.755875,29.359823127746584
17,dctdwt,gaussian_blur,0.49846875,-0.38040580612390384,0.0,0.0,0.5055625,23.000045793533324
0.1,fnns,center_crop,0.99215625,-9.332077256146167,0.924,0.0,0.9921875,
0.2,fnns,center_crop,0.9965,-9.49380218710162,0.955,0.0,0.995875,
0.5,fnns,center_crop,0.99821875,-9.558841561493942,0.972,0.0,0.997625,
40,fnns,jpeg,0.82709375,-4.214259600535113,0.064,0.0,0.8295625,29.31752152252197
80,fnns,jpeg,0.95403125,-7.771567083699816,0.502,0.001,0.9501875,32.3667008934021
1.5,fnns,brightness,0.99659375,-9.509029064634491,0.975,0.0,0.997125,14.666424600601196
2,fnns,brightness,0.98828125,-9.22717421456476,0.914,0.0,0.9890625,10.89384718132019
1.5,fnns,contrast,0.99815625,-9.552669354332867,0.965,0.0,0.9970625,21.08928023147583
2,fnns,contrast,0.9940625,-9.392927502610569,0.917,0.0,0.99125,17.15247671699524
1.5,fnns,saturation,0.99909375,-9.591195547282094,0.987,0.0,0.999,28.54383068084717
2,fnns,saturation,0.99871875,-9.575859766012146,0.984,0.0,0.998625,23.90470901298523
1.5,fnns,sharpness,0.99915625,-9.59435724319616,0.992,0.0,0.999375,33.518123767852785
2,fnns,sharpness,0.99896875,-9.586499370537702,0.99,0.0,0.99925,29.774914964675904
0.1,fnns,resize,0.4676875,-0.2618836687110853,0.0,0.0,0.47225,
0.5,fnns,resize,0.82228125,-4.392052658381943,0.142,0.0,0.8156875,
0.1,fnns,perspective,0.996375,-9.472621044609186,0.917,0.001,0.9925,
0.5,fnns,perspective,0.9118125,-6.591575849895768,0.276,0.0,0.883125,
3,fnns,median_filter,0.99915625,-9.594859719577293,0.987,0.0,0.999,
7,fnns,median_filter,0.89875,-5.967818774041979,0.315,0.0,0.913625,
-0.1,fnns,hue,0.99171875,-9.278746262161759,0.862,0.0,0.9875625,26.20327004623413
0.1,fnns,hue,0.99465625,-9.401950091789502,0.949,0.0,0.995875,26.221160842895507
3,fnns,gaussian_blur,0.95278125,-7.713495870490613,0.666,0.0,0.9649375,29.340129753112794
17,fnns,gaussian_blur,0.501875,-0.3548576072833981,0.0,0.0,0.5089375,23.001661640167235
0.1,hidden,center_crop,0.9074375,-6.347466337025129,0.245,0.0,0.891375,
0.2,hidden,center_crop,0.92946875,-7.017488963128573,0.373,0.0,0.917625,
0.5,hidden,center_crop,0.942375,-7.431960819750468,0.42,0.0,0.924,
40,hidden,jpeg,0.73696875,-2.634302581673334,0.008,0.0,0.725625,29.327193628311157
80,hidden,jpeg,0.8658125,-5.299139346263899,0.102,0.0,0.8325625,32.452746685028075
1.5,hidden,brightness,0.9644375,-8.305146735463047,0.66,0.0,0.958625,14.668389726638795
2,hidden,brightness,0.96040625,-8.249435268732869,0.667,0.0,0.95025,10.89320477104187
1.5,hidden,contrast,0.94975,-7.653379017435201,0.458,0.0,0.933125,21.11191944694519
2,hidden,contrast,0.94015625,-7.334541481094144,0.403,0.0,0.9239375,17.163515506744385
1.5,hidden,saturation,0.95834375,-7.99798803696701,0.541,0.0,0.944875,28.53894853782654
2,hidden,saturation,0.9626875,-8.198485659421427,0.587,0.0,0.9471875,23.863983478546142
1.5,hidden,sharpness,0.9565,-7.897718003173097,0.48,0.0,0.9400625,33.91716563034058
2,hidden,sharpness,0.9566875,-7.898313902122441,0.474,0.0,0.9410625,30.043136520385744
0.1,hidden,resize,0.588125,-0.8615945622307308,0.0,0.001,0.573625,
0.5,hidden,resize,0.85703125,-5.180355576112077,0.164,0.0,0.83525,
0.1,hidden,perspective,0.9314375,-7.046730361831291,0.37,0.0,0.9119375,
0.5,hidden,perspective,0.88640625,-5.735525309642246,0.095,0.0,0.8311875,
3,hidden,median_filter,0.94465625,-7.4924709514490715,0.45,0.0,0.931875,
7,hidden,median_filter,0.826875,-4.139066232474529,0.061,0.0,0.8146875,
-0.1,hidden,hue,0.77078125,-3.0402687884686643,0.017,0.0,0.7575625,26.263194860458373
0.1,hidden,hue,0.84275,-4.578824021509619,0.047,0.0,0.8075,26.285945333480836
3,hidden,gaussian_blur,0.8750625,-5.358207788862211,0.206,0.0,0.872125,29.30019935798645
17,hidden,gaussian_blur,0.5169375,-0.4356468352194895,0.0,0.0,0.5115625,22.999225114822387
0.1,ssl,center_crop,0.9768125,-8.678997241194127,0.735,0.0,0.9735625,
0.2,ssl,center_crop,0.98715625,-9.084324608293683,0.831,0.0,0.984125,
0.5,ssl,center_crop,0.99225,-9.29499658794747,0.873,0.0,0.9883125,
40,ssl,jpeg,0.806375,-3.8483989482909755,0.044,0.0,0.7999375,29.317452054977416
80,ssl,jpeg,0.94215625,-7.342269345541497,0.36,0.0,0.9344375,32.365828380584716
1.5,ssl,brightness,0.9898125,-9.208813414172605,0.861,0.0,0.9860625,14.666704242706299
2,ssl,brightness,0.9783125,-8.798077512801068,0.788,0.0,0.9755,10.894122716903686
1.5,ssl,contrast,0.990875,-9.240701388893402,0.868,0.0,0.9873125,21.090113580703736
2,ssl,contrast,0.9835,-8.94856919966525,0.815,0.0,0.9813125,17.152819324493407
1.5,ssl,saturation,0.99359375,-9.346210404385907,0.896,0.0,0.9909375,28.552481477737427
2,ssl,saturation,0.99365625,-9.347790890563363,0.896,0.0,0.99075,23.910604997634888
1.5,ssl,sharpness,0.99359375,-9.345360278345975,0.887,0.0,0.990375,33.538280977249144
2,ssl,sharpness,0.99303125,-9.320970672262485,0.876,0.0,0.9893125,29.78780319213867
0.1,ssl,resize,0.480625,-0.30077685691342126,0.0,0.0,0.46475,
0.5,ssl,resize,0.79834375,-3.8352954961692602,0.084,0.0,0.7988125,
0.1,ssl,perspective,0.98803125,-9.126225580495474,0.82,0.0,0.9835,
0.5,ssl,perspective,0.884375,-5.816851749177662,0.265,0.001,0.8745625,
3,ssl,median_filter,0.9938125,-9.355810893541028,0.891,0.0,0.9903125,
7,ssl,median_filter,0.88415625,-5.55413173196328,0.2,0.0,0.883875,
-0.1,ssl,hue,0.97959375,-8.757611514361445,0.729,0.0,0.974,26.20397741317749
0.1,ssl,hue,0.986,-9.036309155152695,0.794,0.0,0.98225,26.22026176071167
3,ssl,gaussian_blur,0.93284375,-7.012409162301727,0.379,0.0,0.931125,29.341009077072144
17,ssl,gaussian_blur,0.51284375,-0.43358824860475326,0.0,0.0,0.518125,23.00141637992859
0.1,trustmark,center_crop,0.49853125,-0.362972070852509,0.024,0.024,,
0.2,trustmark,center_crop,0.50109375,-0.37706022653399907,0.025,0.033,,
0.5,trustmark,center_crop,0.5830625,-0.9233145066916311,0.015,0.027,,
40,trustmark,jpeg,0.994125,-9.443292442445914,0.963,0.033,,29.29385005950928
80,trustmark,jpeg,0.9988125,-9.58921249128877,0.99,0.023,,32.549212696075436
1.5,trustmark,brightness,0.9735,-8.87156538487166,0.87,0.017,,14.797746950149536
2,trustmark,brightness,0.92015625,-7.316462404466016,0.612,0.022,,10.967200563430787
1.5,trustmark,contrast,0.97665625,-8.88007288698107,0.849,0.029,,21.22028749847412
2,trustmark,contrast,0.92528125,-7.392852184893115,0.605,0.024,,17.216852909088136
1.5,trustmark,saturation,0.99959375,-9.620244889254721,0.998,0.026,,29.69855445289612
2,trustmark,saturation,0.9988125,-9.595148644183382,0.993,0.031,,24.726748781204222
1.5,trustmark,sharpness,1.0,-9.632959861247398,1.0,0.026,,35.8256508026123
2,trustmark,sharpness,0.99996875,-9.631441347307522,0.999,0.032,,31.106086637496947
0.1,trustmark,resize,0.50834375,-0.41025264537352857,0.019,0.024,,
0.5,trustmark,resize,0.991,-9.443955472020585,0.978,0.023,,
0.1,trustmark,perspective,0.93209375,-7.587544652395137,0.639,0.027,,
0.5,trustmark,perspective,0.502,-0.3816433120333905,0.033,0.028,,
3,trustmark,median_filter,0.99890625,-9.61393852903663,0.998,0.025,,
7,trustmark,median_filter,0.99821875,-9.588934445709722,0.993,0.036,,
-0.1,trustmark,hue,0.99890625,-9.599538603967973,0.994,0.023,,26.659574853897094
0.1,trustmark,hue,0.99934375,-9.6082473390882,0.994,0.032,,26.680271739959718
3,trustmark,gaussian_blur,0.99978125,-9.624602853959406,0.998,0.018,,29.342174648284914
17,trustmark,gaussian_blur,0.9975,-9.565699842340388,0.989,0.027,,22.95456008529663
0.1,wam,center_crop,0.73115625,-3.1154344100965408,0.924,0.029,0.7161210215876,
0.2,wam,center_crop,0.96128125,-8.491957203316176,0.989,0.016,0.957098487409,
0.5,wam,center_crop,0.99203125,-9.3842039418357,0.998,0.015,0.9525076625910001,
40,wam,jpeg,0.9893125,-9.250217390456019,0.999,0.015,0.82504857937,29.23654267692566
80,wam,jpeg,0.9996875,-9.618401866264062,1.0,0.013,0.9968749403300001,32.21726478385925
1.5,wam,brightness,0.99965625,-9.620123013682628,1.0,0.039,0.9915141399599999,14.672207807540893
2,wam,brightness,0.99865625,-9.58886769805988,1.0,0.118,0.98874548748,10.897510557174682
1.5,wam,contrast,0.99984375,-9.62618334013686,1.0,0.013,0.99450493805,21.097586919784547
2,wam,contrast,0.99953125,-9.612441393742374,1.0,0.028,0.9918034836499999,17.155871156692506
1.5,wam,saturation,1.0,-9.632959861247398,1.0,0.016,0.99889707857,28.340535629272463
2,wam,saturation,1.0,-9.632959861247398,1.0,0.03,0.9986875794700001,23.703161268234254
1.5,wam,sharpness,1.0,-9.632959861247398,1.0,0.012,0.99881452993,34.35579618835449
2,wam,sharpness,1.0,-9.632959861247398,1.0,0.01,0.9986026414800001,30.462276391983032
0.1,wam,resize,0.999875,-9.626885805487888,1.0,0.012,0.99885361875,
0.5,wam,resize,1.0,-9.632959861247398,1.0,0.011,0.99898637745,
0.1,wam,perspective,0.99946875,-9.610509453662228,1.0,0.016,0.89152204546,
0.5,wam,perspective,0.85396875,-5.6154813489614,0.905,0.008,0.36549888610729997,
3,wam,median_filter,0.99996875,-9.631441347307522,1.0,0.012,0.99886443461,
7,wam,median_filter,0.99990625,-9.628404319427766,1.0,0.014,0.996002851,
-0.1,wam,hue,0.9998125,-9.624162349815851,1.0,0.013,0.99739046928,26.14288458442688
0.1,wam,hue,0.99996875,-9.631441347307522,1.0,0.017,0.99809510174,26.128018869400023
3,wam,gaussian_blur,1.0,-9.632959861247398,1.0,0.011,0.9988782663899999,29.077282075881957
17,wam,gaussian_blur,0.99896875,-9.586375780353464,1.0,0.009,0.99866567965,22.95761491012573
0.1,cine_jit,center_crop,0.4987143074721098,-0.3352273607556046,0.0,0.0,0.4945,
0.2,cine_jit,center_crop,0.49592859322577715,-0.33112507926489454,0.0,0.0,0.501125,
0.5,cine_jit,center_crop,0.5040714505165815,-0.3373113577495052,0.0,0.0,0.4945625,
40,cine_jit,jpeg,0.9393571620583534,-3.409343335671343,0.497,0.0,0.9390625,29.44433637237549
80,cine_jit,jpeg,0.9963571443557739,-4.158669019244395,0.93,0.0,0.99425,32.83987800598145
1.5,cine_jit,brightness,0.9981428577303887,-4.191011628767688,0.985,0.0,0.9983125,14.793723794937133
2,cine_jit,brightness,0.9960714295208454,-4.167917673642502,0.982,0.0,0.996875,10.968698310852051
1.5,cine_jit,contrast,0.9979285719394684,-4.189271843250608,0.984,0.0,0.997625,21.203966033935547
2,cine_jit,contrast,0.9970714294910431,-4.175135788491075,0.975,0.001,0.997125,17.20670739173889
1.5,cine_jit,saturation,0.9997857143878937,-4.210891665518569,0.997,0.0,0.9998125,29.795919807434082
2,cine_jit,saturation,0.9999285714626313,-4.21324384803668,0.998,0.0,0.999875,24.66211896324158
1.5,cine_jit,sharpness,0.9997142858505249,-4.209715574259513,0.993,0.0,0.9995,36.179243997573856
2,cine_jit,sharpness,0.9995714287757873,-4.2076902683942485,0.991,0.0,0.999375,31.19517758369446
0.1,cine_jit,resize,0.9991428574919701,-4.201489896759147,0.99,0.0,0.9993125,
0.5,cine_jit,resize,0.9996428573131562,-4.208539483000458,0.994,0.0,0.9995625,
0.1,cine_jit,perspective,0.5249285944625736,-0.47179957110970555,0.0,0.0,0.5093125,
0.5,cine_jit,perspective,0.5015000222399831,-0.349701211221236,0.0,0.0,0.5034375,
3,cine_jit,median_filter,0.9995000002384186,-4.2061873004823465,0.992,0.0,0.9994375,
7,cine_jit,median_filter,0.999071429014206,-4.19945762958086,0.984,0.0,0.9985,
-0.1,cine_jit,hue,0.976928575694561,-3.953951484600151,0.893,0.0,0.977875,26.82082160949707
0.1,cine_jit,hue,0.9948571441471576,-4.156042565949502,0.975,0.0,0.9946875,26.859237878799437
3,cine_jit,gaussian_blur,0.9997857143878937,-4.210891665518569,0.994,0.0,0.9995625,29.48486163520813
17,cine_jit,gaussian_blur,0.9962857156395912,-4.161671516710178,0.964,0.0,0.9960625,22.98837381362915
0.1,mbrs_jit,center_crop,0.49892086279392245,-0.3992944758629108,0.0,0.0,0.499625,
0.2,mbrs_jit,center_crop,0.5015000296831131,-0.4163618514094413,0.0,0.001,0.5034375,
0.5,mbrs_jit,center_crop,0.501454195767641,-0.42976865186104724,0.0,0.0,0.506375,
40,mbrs_jit,jpeg,0.9586042170524597,-56.5557176870814,0.589,0.0,0.95675,29.422522090911865
80,mbrs_jit,jpeg,0.9818833784461022,-64.56721281845707,0.814,0.0,0.9844375,32.79868677711487
1.5,mbrs_jit,brightness,0.9291833801269531,-50.020756475197636,0.516,0.0,0.891,14.794059349060058
2,mbrs_jit,brightness,0.8711417121887207,-37.18011360197734,0.361,0.0,0.8298125,10.971753702163696
1.5,mbrs_jit,contrast,0.9326958803534507,-50.13676659865939,0.48,0.0,0.8981875,21.20251899719238
2,mbrs_jit,contrast,0.8948125464320182,-41.165277216518675,0.369,0.0,0.8565,17.203935625076294
1.5,mbrs_jit,saturation,0.988458377122879,-66.92096639983883,0.851,0.0,0.988625,29.944995527267455
2,mbrs_jit,saturation,0.9868125441670418,-66.34252351918782,0.849,0.0,0.9884375,24.846499814987183
1.5,mbrs_jit,sharpness,0.9886000419855118,-67.01102738217817,0.857,0.0,0.988375,36.37889844322205
2,mbrs_jit,sharpness,0.9885625417232513,-67.03232498555793,0.862,0.0,0.9885,31.286748254776
0.1,mbrs_jit,resize,0.8911417133808136,-39.98036366345572,0.465,0.0,0.91925,
0.5,mbrs_jit,resize,0.9818125479221343,-64.30701206601205,0.811,0.0,0.9834375,
0.1,mbrs_jit,perspective,0.5033708624839782,-0.4569927616268258,0.0,0.0,0.5009375,
0.5,mbrs_jit,perspective,0.4955958615243435,-0.37052302701501766,0.0,0.0,0.509375,
3,mbrs_jit,median_filter,0.9683000485897064,-59.69739855062012,0.684,0.0,0.96625,
7,mbrs_jit,median_filter,0.8706125450134278,-35.792431247810356,0.338,0.0,0.88,
-0.1,mbrs_jit,hue,0.9757167153954506,-62.12744554865094,0.77,0.0,0.9799375,26.80436898612976
0.1,mbrs_jit,hue,0.977983382999897,-62.93878781407436,0.769,0.0,0.979375,26.853628866195677
3,mbrs_jit,gaussian_blur,0.9788875494599343,-63.19926317503318,0.774,0.0,0.979625,29.506669797897338
17,mbrs_jit,gaussian_blur,0.7640250397324562,-18.881354375187044,0.235,0.0,0.8343125,22.99119821166992
0.1,invismark,center_crop,0.504190485805273,-0.41988612053084645,0.0,0.0,0.504875,
0.2,invismark,center_crop,0.5263333438932896,-0.6297731029618481,0.0,0.0,0.533875,
0.5,invismark,center_crop,0.7017738223075867,-6.349929769617189,0.106,0.0,0.709375,
40,invismark,jpeg,0.5046190570294857,-0.4287540272089966,0.0,0.0,0.4994375,29.48294907569885
80,invismark,jpeg,0.5962381073236466,-2.7460936200689785,0.029,0.0,0.59925,32.96638896179199
1.5,invismark,brightness,0.9217381114959717,-16.870595611317132,0.564,0.0,0.9483125,14.738342275619507
2,invismark,brightness,0.8870238243937493,-14.34283482516149,0.371,0.0,0.911,10.926432598114014
1.5,invismark,contrast,0.9293214450478554,-17.359351795808255,0.583,0.0,0.95525,21.284102626800536
2,invismark,contrast,0.9044762061834335,-15.378894959062933,0.439,0.0,0.933625,17.240934774398802
1.5,invismark,saturation,0.9434762079119682,-18.561493958574186,0.713,0.0,0.971625,30.167457122802734
2,invismark,saturation,0.939928588449955,-18.268050526190144,0.683,0.0,0.967375,24.94753152656555
1.5,invismark,sharpness,0.9453095412254333,-18.713304501004895,0.727,0.0,0.9740625,36.77891961669922
2,invismark,sharpness,0.9447023984193802,-18.665347708247868,0.716,0.0,0.9734375,31.412074157714844
0.1,invismark,resize,0.9342381118834019,-18.00090341700723,0.718,0.0,0.966,
0.5,invismark,resize,0.9461904942393303,-18.784772085560732,0.74,0.0,0.974875,
0.1,invismark,perspective,0.9295595407485961,-17.44331711677961,0.613,0.0,0.9583125,
0.5,invismark,perspective,0.5367262020111084,-1.0716648781015674,0.009,0.0,0.5365,
3,invismark,median_filter,0.9445952557325363,-18.64258300141059,0.723,0.0,0.9725,
7,invismark,median_filter,0.937821446120739,-18.06399662769626,0.672,0.0,0.965875,
-0.1,invismark,hue,0.9269523967504502,-17.09118743325101,0.577,0.0,0.9569375,27.01629251098633
0.1,invismark,hue,0.9242023964524269,-16.895729777224606,0.545,0.0,0.951,27.031705299377442
3,invismark,gaussian_blur,0.946142874956131,-18.774471721181644,0.742,0.0,0.976125,29.54929346084595
17,invismark,gaussian_blur,0.630976201236248,-4.88192924623468,0.138,0.0,0.6375625,22.977614444732666