deepfense-results / CodecFake /CodecFake_asvspoof21_la_eval.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
EAT,AASIST,CE,2,0.2324524565929147,0.00366368542949963,0.5660796796850125,0.8993359248461289
EAT,AASIST,CE,42,0.23589072547261608,0.004036740154551827,0.6345115208217555,0.9094522729726812
EAT,AASIST,CE,240,0.25950866927046556,0.004111477682908593,0.576093861860988,0.8973113054745708
EAT,MLP,CE,2,0.29825949361963455,0.004150556955692775,0.5214289660707827,0.8975407623366807
EAT,MLP,CE,42,0.2640905282766341,0.0026218350912976807,0.5332298589432666,0.8956848612460857
EAT,MLP,CE,240,0.22786684833659618,0.0037575765246487813,0.5618395179096886,0.8971560846560847
EAT,Nes2Net,CE,2,0.2545893575064685,0.003969775721438307,0.5441427197462075,0.9020219198790628
EAT,Nes2Net,CE,42,0.20673480719622814,0.003513730097597964,0.5815541833515996,0.8992144476838354
EAT,Nes2Net,CE,240,0.21915681793446926,0.003762660634442555,0.6122595002772917,0.9009016304934673
EAT,TCM,CE,2,0.30797813304509725,0.004006904457097754,0.5341983146349654,0.8974597775618184
EAT,TCM,CE,42,0.280303257653005,0.004592350344090362,0.5483405408749624,0.9015157650361731
EAT,TCM,CE,240,0.2400113983682745,0.003454450401200626,0.540677304082481,0.8993899146960371
Hubert,AASIST,CE,2,0.20740971271188527,0.0036283007505006765,0.7653504498810475,0.9198520678112515
Hubert,AASIST,CE,42,0.24284600153403446,0.0043919366245137315,0.7801641348163824,0.9262633624878522
Hubert,AASIST,CE,240,0.213821315110628,0.003901767008508125,0.76399630084021,0.9291990605766116
Hubert,MLP,CE,2,0.20734222216031956,0.003393879210435477,0.7348211549304303,0.918374095670014
Hubert,MLP,CE,42,0.22969659172917034,0.004147267360724571,0.7461285617817379,0.9217349638268005
Hubert,MLP,CE,240,0.19364164019247987,0.0033787285322830207,0.7568304909500791,0.9203987150415722
Hubert,Nes2Net,CE,2,0.2499212616979844,0.005179037213676116,0.7231644353057981,0.9260609005506965
Hubert,Nes2Net,CE,42,0.21833193431508083,0.004863521921685918,0.7175404318036895,0.9262431162941367
Hubert,Nes2Net,CE,240,0.2620133181786969,0.004137641495288835,0.7481491580396512,0.9259326746571644
Hubert,TCM,CE,2,0.2736891835995652,0.005058620609239228,0.7192552322878758,0.9117333441313034
Hubert,TCM,CE,42,0.19748110313142553,0.0035957376149076264,0.7400931106336702,0.9198655652737285
Hubert,TCM,CE,240,0.2691673166446624,0.005118926155698117,0.7194510604041751,0.920459453622719
Wav2Vec2,AASIST,CE,2,0.14578708988223954,0.003739642011478403,0.7684905462608247,0.9392681675844942
Wav2Vec2,AASIST,CE,42,0.19161692364550847,0.005027565682796553,0.7556775384932669,0.936757639563762
Wav2Vec2,AASIST,CE,240,0.15280985649522363,0.0038812989048170043,0.7689426523494116,0.938613540654357
Wav2Vec2,MLP,CE,2,0.14503344606456678,0.003225471118259035,0.74626234971421,0.9353539034661483
Wav2Vec2,MLP,CE,42,0.1545608615857822,0.0034410844085167452,0.7204259395536385,0.9298739337004643
Wav2Vec2,MLP,CE,240,0.165171875182199,0.0038171482316336075,0.677094904108357,0.9229024943310657
Wav2Vec2,Nes2Net,CE,2,0.12945437640333704,0.0033008559928083825,0.7683748681791736,0.9391196954972465
Wav2Vec2,Nes2Net,CE,42,0.23280115710119315,0.005558206423166748,0.7573233855324627,0.9368116294136702
Wav2Vec2,Nes2Net,CE,240,0.18891730158287998,0.004268566263710943,0.7025578433267041,0.9278695605226217
Wav2Vec2,TCM,CE,2,0.254454376403337,0.0056532128083395805,0.7291214015945762,0.9320740200842241
Wav2Vec2,TCM,CE,42,0.1795361149152459,0.004687319290687247,0.7736550682011527,0.9396325990713745
Wav2Vec2,TCM,CE,240,0.2252309675753834,0.0051119173962359404,0.7205406504753414,0.9305758017492711
WavLM,AASIST,CE,2,0.1505114284918394,0.004107125302566378,0.7761137161781091,0.9405031854011446
WavLM,AASIST,CE,42,0.11825094484342873,0.0028573904798494393,0.8143354180828275,0.9479065435698089
WavLM,AASIST,CE,240,0.19931084652399972,0.0049445588986185285,0.8287878887860735,0.9493102796674225
WavLM,MLP,CE,2,0.16887635701801323,0.004524962221644155,0.7985901367570665,0.9420351473922902
WavLM,MLP,CE,42,0.15996760421133915,0.0031907707944261315,0.8051986280814531,0.9424940611165101
WavLM,MLP,CE,240,0.1434924111290053,0.0030347521565630836,0.7722275732053809,0.9368386243386243
WavLM,Nes2Net,CE,2,0.254461874903637,0.005770724355596266,0.7774339501326759,0.938998218334953
WavLM,Nes2Net,CE,42,0.11899334091065156,0.003294976513988454,0.790893564323468,0.9411713097937587
WavLM,Nes2Net,CE,240,0.2112566741511309,0.00455384263343768,0.7487144488764015,0.9339434186372962
WavLM,TCM,CE,2,0.22705321246765764,0.004809441045854859,0.7533639002559207,0.9348342511607818
WavLM,TCM,CE,42,0.1806122144901473,0.004338465278151071,0.7315707738900061,0.9320740200842241
WavLM,TCM,CE,240,0.21186033986507236,0.004530820835337984,0.7519178544099794,0.9346992765360113