deepfense-results / PartialSpoof /codecfake_eval.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
wav2vec2,MLP,CE,2,0.4053176944824829,0.0019175875228985,0.5429091745265389,0.6254285254124198
wav2vec2,MLP,CE,42,0.3928464275511188,0.0017825351743115,0.5448799391342771,0.6284195752709201
wav2vec2,MLP,CE,240,0.4130863761822296,0.0018463074667,0.5511240881862445,0.6247645780811922
wav2vec2,AASIST,CE,2,0.3774572223044987,0.0017801891443681,0.5436009940226878,0.6258591051173248
wav2vec2,AASIST,CE,42,0.3766030351773148,0.0017517412094438,0.5478623067221579,0.638332769087664
wav2vec2,AASIST,CE,240,0.4296196724303195,0.0018594442720668,0.54571702286727,0.6185129551901288
wav2vec2,Nes2Net,CE,2,0.4144548979985663,0.0017611249955514,0.5501310421942283,0.6264737494289067
wav2vec2,Nes2Net,CE,42,0.4188847913899332,0.0019350282510157,0.5473610560268622,0.6363244927540995
wav2vec2,Nes2Net,CE,240,0.4410980438678249,0.0018160563277692,0.5513876514373164,0.6301057385427999
wav2vec2,TCM,CE,2,0.4099720186887167,0.0018974995660003,0.5415514104102626,0.6229107845425172
wav2vec2,TCM,CE,42,0.4281077173542087,0.0018368384081534,0.5494951693559283,0.6361963049030209
wav2vec2,TCM,CE,240,0.4042593259292053,0.0018590122295947,0.5486665901069895,0.6244326044155785
hubert,MLP,CE,2,0.4658387587510089,0.0017734393774305,0.5262307152992067,0.6133229906554344
hubert,MLP,CE,42,0.4810892556309541,0.0019692351278099,0.5243563751070688,0.6063844123573089
hubert,MLP,CE,240,0.4907782552589992,0.0018344946829955,0.5262158788880115,0.6146015822982438
hubert,AASIST,CE,2,0.457817634599785,0.0018657940534309,0.5233514952305949,0.6054903842677352
hubert,AASIST,CE,42,0.5148159785226105,0.0019382137717744,0.5268386644908979,0.6125012736613409
hubert,AASIST,CE,240,0.4815225927650142,0.0020057667094113,0.5291396738669216,0.6395949263905917
hubert,Nes2Net,CE,2,0.4470827535593986,0.0018028622272596,0.5321442135186609,0.6255205577157582
hubert,Nes2Net,CE,42,0.4632404234850104,0.001861121077959,0.5321813151624489,0.6309570373486808
hubert,Nes2Net,CE,240,0.5064823386617778,0.00188189678316,0.524959079050346,0.6077517494354804
hubert,TCM,CE,2,0.4924741423724305,0.0019128982667731,0.5289323428658177,0.6192393530129076
hubert,TCM,CE,42,0.4879608889794211,0.0018448536350204,0.527238856124601,0.6171982079995793
hubert,TCM,CE,240,0.5053662592969184,0.0018596894638108,0.5257267081346186,0.6072389980311661
eat,MLP,CE,2,0.4066052187437266,0.0018229327414922,0.5512096400092844,0.7083693519282411
eat,MLP,CE,42,0.4213039195117103,0.0019088311368917,0.5206427738733971,0.7083299095125246
eat,MLP,CE,240,0.426595762278098,0.0018933669684546,0.5168006404600732,0.6956721809355083
eat,AASIST,CE,2,0.417158530193342,0.0019253930849854,0.5693152138601375,0.6977856370443168
eat,AASIST,CE,42,0.4595563829373123,0.0021249668205192,0.4372553776760445,0.7006024829000693
eat,AASIST,CE,240,0.4207747352350716,0.0018481731368023,0.547548394644184,0.7016674281244145
eat,Nes2Net,CE,2,0.381862141413993,0.0018591708081096,0.4496559840728201,0.7018942220147844
eat,Nes2Net,CE,42,0.3385999768484524,0.0017410487920875,0.562683457479841,0.7119290299466541
eat,Nes2Net,CE,240,0.3815395010099977,0.0017487551857209,0.5314253594137187,0.705996233249299
eat,TCM,CE,2,0.3847372185051531,0.0017866206552914,0.5385730937911952,0.7142955748896435
eat,TCM,CE,42,0.3802668263362398,0.0017833289464785,0.5731702301081602,0.6871460454047942
eat,TCM,CE,240,0.3735362638009973,0.0018333471589068,0.5733496293575417,0.7075574955380767
wavlm,MLP,CE,2,0.3835806403627472,0.0018310680630024,0.5620392759915216,0.5696536627213294
wavlm,MLP,CE,42,0.3908910106465615,0.001801516630059,0.543271106553735,0.5473851321813956
wavlm,MLP,CE,240,0.4335507556282074,0.0018263313841222,0.561443744521825,0.6070352122166309
wavlm,AASIST,CE,2,0.4454928382829327,0.0018540239303127,0.5395440387032236,0.6390230113627026
wavlm,AASIST,CE,42,0.3965179809578807,0.0017375733283385,0.5337028116633482,0.5345203309218679
wavlm,AASIST,CE,240,0.4738848571841053,0.0020611627692501,0.536509269197786,0.6265361999204578
wavlm,Nes2Net,CE,2,0.3681485738920309,0.0018736278668875,0.5602816516904228,0.5643749527512728
wavlm,Nes2Net,CE,42,0.4108160811215139,0.0017243939476071,0.4630306565643181,0.4661797719570998
wavlm,Nes2Net,CE,240,0.3868313437763853,0.0020086062472242,0.5913032873042963,0.6162384425504781
wavlm,TCM,CE,2,0.4049093316302953,0.0017338607478811,0.5667261958121126,0.579395939403302
wavlm,TCM,CE,42,0.4215860611381593,0.0017588638288364,0.54442987396927,0.6292380053970372
wavlm,TCM,CE,240,0.3982466046010214,0.0016720251115635,0.5776186395156461,0.614049388478213