perturbation,level,param,n_clips,AUROC,AP,Accuracy,Acc@EER,TPR@FPR=1%,TPR@FPR=0.1% block_wise,2,8,581,0.9693328593435241,0.9591928960075299,0.9070567986230637,0.919104991394148,0.6,0.05517241379310345 block_wise,3,16,581,0.9697949994075128,0.9596085961760378,0.9070567986230637,0.9104991394148021,0.5862068965517241,0.05517241379310345 block_wise,4,24,581,0.9695817039933641,0.9609033140346497,0.9036144578313253,0.919104991394148,0.5827586206896552,0.0896551724137931 block_wise,5,32,581,0.967792392463562,0.9607082877034142,0.9018932874354562,0.9087779690189329,0.5206896551724138,0.0896551724137931 color_contrast,2,0.85,581,0.970423035904728,0.9613917095559544,0.8984509466437177,0.9208261617900172,0.5206896551724138,0.06896551724137931 color_contrast,3,1.2,581,0.9722597464154521,0.9659458840782861,0.8967297762478486,0.9104991394148021,0.5827586206896552,0.05862068965517241 color_contrast,4,1.4,581,0.9724019433582178,0.9678975298693067,0.8932874354561101,0.9139414802065404,0.5586206896551724,0.10689655172413794 color_contrast,5,1.6,581,0.9711932693447091,0.9696228513575075,0.8812392426850258,0.9156626506024096,0.603448275862069,0.2517241379310345 color_saturation,2,0.8,581,0.9709207252044081,0.9622777320720444,0.9087779690189329,0.919104991394148,0.5793103448275863,0.06206896551724138 color_saturation,3,1.2,581,0.9708970257139471,0.9642370942882521,0.8950086058519794,0.9139414802065404,0.5724137931034483,0.12758620689655173 color_saturation,4,1.5,581,0.9700912430382747,0.9669147023177211,0.8881239242685026,0.9036144578313253,0.503448275862069,0.29310344827586204 color_saturation,5,2.0,581,0.9639175257731958,0.9654404096893412,0.8640275387263339,0.8932874354561101,0.5793103448275863,0.5482758620689655 gaussian_blur,2,3,581,0.9697949994075128,0.9610383987549628,0.9053356282271945,0.9173838209982789,0.5862068965517241,0.07586206896551724 gaussian_blur,3,7,581,0.9655883398506933,0.9592951960115467,0.9018932874354562,0.9070567986230637,0.4862068965517241,0.12758620689655173 gaussian_blur,4,11,581,0.9602322550065173,0.9548865230439391,0.8777969018932874,0.8967297762478486,0.4724137931034483,0.1310344827586207 gaussian_blur,5,15,581,0.9513567958288897,0.946776547164107,0.8123924268502581,0.8864027538726333,0.41379310344827586,0.12413793103448276 gaussian_noise,1,0.0,581,0.9710036734210215,0.9624283772952034,0.9053356282271945,0.919104991394148,0.6103448275862069,0.09310344827586207 gaussian_noise,2,0.001,581,0.9599241616305249,0.9553899684983111,0.8743545611015491,0.891566265060241,0.41724137931034483,0.22758620689655173 gaussian_noise,3,0.005,581,0.9270766678516412,0.9223926715718898,0.8227194492254734,0.8502581755593803,0.3482758620689655,0.11379310344827587 gaussian_noise,4,0.01,581,0.9314255243512265,0.9286224759600812,0.8089500860585198,0.8519793459552496,0.40344827586206894,0.05517241379310345 gaussian_noise,5,0.05,581,0.7086977129991705,0.6827607215648435,0.5008605851979346,0.6419965576592083,0.05172413793103448,0.041379310344827586 jpeg_quality,2,85,581,0.97096812418533,0.9620198335974278,0.9053356282271945,0.919104991394148,0.603448275862069,0.07931034482758621 jpeg_quality,3,70,581,0.9709681241853301,0.9619944631842574,0.9053356282271945,0.9156626506024096,0.603448275862069,0.06551724137931035 jpeg_quality,4,50,581,0.9708970257139471,0.9619175515372741,0.9053356282271945,0.9173838209982789,0.6137931034482759,0.05517241379310345 jpeg_quality,5,30,581,0.9701860410001184,0.9606783777994383,0.9001721170395869,0.9122203098106713,0.5793103448275863,0.06896551724137931 pixelate,2,2,581,0.9672591539281905,0.9608021489397034,0.9053356282271945,0.9104991394148021,0.503448275862069,0.12413793103448276 pixelate,3,4,581,0.9587628865979382,0.9530714962502882,0.8657487091222031,0.8898450946643718,0.4586206896551724,0.1103448275862069 pixelate,4,6,581,0.9443772958881383,0.9407200155999964,0.7504302925989673,0.8709122203098106,0.3758620689655172,0.1482758620689655 pixelate,5,8,581,0.9227396610972863,0.9208531232266537,0.6230636833046471,0.8330464716006885,0.3,0.23448275862068965