deepfense-results / CodecFake /CodecFake_spoofceleb_eval.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
EAT,AASIST,CE,2,0.29814550641940085,0.005279379779954491,0.49354707368283773,0.9017557335674311
EAT,AASIST,CE,42,0.23492690539766148,0.0044966484570767296,0.48192985245706527,0.9007791067705476
EAT,AASIST,CE,240,0.2859894899837838,0.005974505285582327,0.47970058866245263,0.9005267200702294
EAT,MLP,CE,2,0.5026884670251289,0.005665551925908563,0.483554638188789,0.9008559201141226
EAT,MLP,CE,42,0.5132228684297158,0.006609917159877854,0.4750130069857207,0.9000658400087787
EAT,MLP,CE,240,0.5481180730824098,0.00815918598151727,0.48855004245713735,0.9012399868319982
EAT,Nes2Net,CE,2,0.2956216394162186,0.004451046017423521,0.4819102737270194,0.9007242400965654
EAT,Nes2Net,CE,42,0.34401404586853945,0.00476363949463357,0.49109098178375,0.901580160210688
EAT,Nes2Net,CE,240,0.2317446383066925,0.003623027067158585,0.499704781132952,0.9022605069680676
EAT,TCM,CE,2,0.4900691320092176,0.0054679011124138255,0.47875713775739603,0.9002743333699111
EAT,TCM,CE,42,0.4153407220454296,0.006250781374929626,0.5156609068946321,0.9040820805442774
EAT,TCM,CE,240,0.2900252386700318,0.005576541584090211,0.47548064269230617,0.9001755733567431
Hubert,AASIST,CE,2,0.2317568309009108,0.005179839655465326,0.7011199076987793,0.9003072533743004
Hubert,AASIST,CE,42,0.21990562932075058,0.005247342871108479,0.717548436923658,0.9140019752002634
Hubert,AASIST,CE,240,0.23537803138373753,0.004528995714723191,0.7021739806433328,0.9047295072972676
Hubert,MLP,CE,2,0.168879622517283,0.004136037343809601,0.7780289766150414,0.9290025238670032
Hubert,MLP,CE,42,0.17019642269285637,0.004259765999577614,0.765401181019747,0.9285416438055525
Hubert,MLP,CE,240,0.18423619493519638,0.003943582836003864,0.7593828495393028,0.9235048831339844
Hubert,Nes2Net,CE,2,0.2143092285745638,0.005325586499765639,0.721825245826027,0.918237682431691
Hubert,Nes2Net,CE,42,0.2625919016789202,0.006083639453408063,0.7049091835658879,0.9186107758147701
Hubert,Nes2Net,CE,240,0.22506309667507957,0.005367135752596883,0.7068170221656305,0.9150663886755185
Hubert,TCM,CE,2,0.2101149761634783,0.004136358486307168,0.7285269408251219,0.904147920553056
Hubert,TCM,CE,42,0.2022385602984747,0.004655798545890016,0.7080324048657304,0.9206079227477231
Hubert,TCM,CE,240,0.19905629320750576,0.004655348997170447,0.7259529121260411,0.9230659497421266
Wav2Vec2,AASIST,CE,2,0.14824975309996707,0.004312898337809748,0.6774483521545549,0.9229562163941621
Wav2Vec2,AASIST,CE,42,0.15143202019093602,0.004509640534296033,0.6883634747178677,0.9251399100186547
Wav2Vec2,AASIST,CE,240,0.14092200397478571,0.003982270812749739,0.6900721375148379,0.9224185229891364
Wav2Vec2,MLP,CE,2,0.12838801711840228,0.0038823579450676243,0.6692722062800912,0.9227477230330298
Wav2Vec2,MLP,CE,42,0.14605508614067816,0.004487058966369709,0.7128775036556012,0.9286294304839241
Wav2Vec2,MLP,CE,240,0.17392735652364755,0.004626889497150635,0.6600286322168607,0.9206408427521123
Wav2Vec2,Nes2Net,CE,2,0.20135459721764998,0.004968940208055758,0.6141981421134883,0.9152968287062438
Wav2Vec2,Nes2Net,CE,42,0.16591682212224296,0.004620797374194199,0.7007792906780985,0.9263798968506529
Wav2Vec2,Nes2Net,CE,240,0.20278722703829694,0.0058835095328798465,0.6326965238618507,0.91762317568309
Wav2Vec2,TCM,CE,2,0.22451442993525733,0.005911507188321438,0.6516930641055372,0.9202567760342368
Wav2Vec2,TCM,CE,42,0.19741029298803905,0.005159024179089866,0.6953427450604991,0.9258092834412378
Wav2Vec2,TCM,CE,240,0.17623175683090092,0.005244180502550266,0.6886772357453677,0.9240316032042137
WavLM,AASIST,CE,2,0.15626028750137166,0.005280755509792692,0.7118845253552506,0.9284648304619774
WavLM,AASIST,CE,42,0.16097882146384287,0.005070681432487428,0.717804528348446,0.9296609239547898
WavLM,AASIST,CE,240,0.14822536791153051,0.004541083758297301,0.7414788983154348,0.9320970042796005
WavLM,MLP,CE,2,0.19313069241742564,0.0061401296379158254,0.7086841855620813,0.9285635904751454
WavLM,MLP,CE,42,0.12237706816879428,0.004114064928205034,0.760332664275552,0.9374739383298585
WavLM,MLP,CE,240,0.19622151505175756,0.00547148239815215,0.6297501002262782,0.9176999890266652
WavLM,Nes2Net,CE,2,0.2008303156662643,0.006189259425693067,0.6767978385235024,0.9235378031383737
WavLM,Nes2Net,CE,42,0.26180547935184173,0.006177934635373555,0.7234808025280434,0.9300779106770548
WavLM,Nes2Net,CE,240,0.27159003621200484,0.006162714239675654,0.6724816931467631,0.9228245363766049
WavLM,TCM,CE,2,0.14078788543838472,0.003912941285689114,0.7210740143847544,0.9305607374080983
WavLM,TCM,CE,42,0.13661801821573577,0.004547651819390167,0.6542312925125291,0.9210578294743773
WavLM,TCM,CE,240,0.14746333077288853,0.004292261534872513,0.6616012215010169,0.9216064962141995