deepfense-results / ASV5 /ASV5_asvspoof21_df_eval.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
EAT,AASIST,CE,2,0.42419817247658465,0.002897389753862306,0.10326967829579622,0.10408627247155659
EAT,AASIST,CE,42,0.39487994944972116,0.0030642116701463384,0.09635061653825648,0.09682443950842475
EAT,AASIST,CE,240,0.3691030141765903,0.00259621745846092,0.10578944969110332,0.10675368444450982
EAT,MLP,CE,2,0.28749105156907695,0.0023306771723415887,0.22694079362970065,0.2515670228119295
EAT,MLP,CE,42,0.3706464404687892,0.0019478460737750725,0.1881418075694672,0.2015416072137803
EAT,MLP,CE,240,0.23531200346874015,0.0028093403062745548,0.18337221777716856,0.19552848916935942
EAT,Nes2Net,CE,2,0.4637121738147556,0.0025112252096838317,0.15357048351793218,0.1598306062641686
EAT,Nes2Net,CE,42,0.3481890912062202,0.002733811147684395,0.14344247579723557,0.1481917333111049
EAT,Nes2Net,CE,240,0.41756663777445624,0.0030698921892358955,0.09044385200269114,0.0907001792984641
EAT,TCM,CE,2,0.35676413364745396,0.0028440768934286653,0.13760250066049032,0.14155916113816117
EAT,TCM,CE,42,0.33775973087774913,0.0024214550874409047,0.13907670963667942,0.1432279280648678
EAT,TCM,CE,240,0.3522204988497266,0.0026377657437866298,0.15171818964330705,0.15774995954752064
Hubert,AASIST,CE,2,0.16752035664113826,0.0026516830700859945,0.29948941815566527,0.3553656332079715
Hubert,AASIST,CE,42,0.1771580399857916,0.002645107771112515,0.30039141255019425,0.35683499801415103
Hubert,AASIST,CE,240,0.1697925763862717,0.002505942557157831,0.3728775007820056,0.4742697714557499
Hubert,MLP,CE,2,0.16098310333687482,0.002299199981154479,0.34757782406675325,0.4307984747372223
Hubert,MLP,CE,42,0.1721268310712889,0.002423174014420715,0.3311591865012604,0.4042273249551754
Hubert,MLP,CE,240,0.1964011163186571,0.002117721803504044,0.3256204601349212,0.3957886925922112
Hubert,Nes2Net,CE,2,0.1490502443916415,0.0021085809848015863,0.36948194709415766,0.46706841290622053
Hubert,Nes2Net,CE,42,0.1607656445487018,0.002483771229220569,0.38713713264484817,0.49720264975998196
Hubert,Nes2Net,CE,240,0.1580627501822198,0.002598748275179724,0.3043570087772489,0.3622401030353252
Hubert,TCM,CE,2,0.1748688045222081,0.00204512892276236,0.35552333758644006,0.4439606491356245
Hubert,TCM,CE,42,0.19582604953201282,0.0025706594855971765,0.30902932793082805,0.36985497581840676
Hubert,TCM,CE,240,0.19984642549252565,0.0019450334272807374,0.3816542488098333,0.48767874683939466
Wav2Vec2,AASIST,CE,2,0.10380768245147501,0.0017818619076074016,0.4247982357734421,0.5616749124346836
Wav2Vec2,AASIST,CE,42,0.18963622113422657,0.0020016826315446407,0.3170335403018382,0.3817782419597633
Wav2Vec2,AASIST,CE,240,0.09833307005063119,0.0019463747827994649,0.405530914403325,0.5285414715549607
Wav2Vec2,MLP,CE,2,0.1651954364571156,0.0014075853644781033,0.3509232326155433,0.4360237909611999
Wav2Vec2,MLP,CE,42,0.1677496957033044,0.0017471830770769275,0.30963977838249795,0.37038290110472044
Wav2Vec2,MLP,CE,240,0.1086350100337967,0.0016208644451911267,0.30380326305079397,0.3612921257410159
Wav2Vec2,Nes2Net,CE,2,0.14679754223949665,0.0019635864325975166,0.3750005281617269,0.47607419720215943
Wav2Vec2,Nes2Net,CE,42,0.11544407584866144,0.0017453221831691332,0.4489661269190741,0.6037683731892408
Wav2Vec2,Nes2Net,CE,240,0.1023509002381455,0.0017365098616774488,0.5275790093350632,0.7335693469907442
Wav2Vec2,TCM,CE,2,0.07485555333307783,0.001568479686642782,0.53520867247938,0.7444367625594733
Wav2Vec2,TCM,CE,42,0.16633453834741058,0.0022421834227936005,0.25597226284021624,0.29104373934547073
Wav2Vec2,TCM,CE,240,0.13365255867955098,0.0016692220796022672,0.3321854984198168,0.4057032275357984
WavLM,AASIST,CE,2,0.10044562299247783,0.0021005030292298513,0.4188262317646028,0.5516721175361089
WavLM,AASIST,CE,42,0.09796867332416392,0.0018821328580022056,0.4380764509285784,0.5847336428969533
WavLM,AASIST,CE,240,0.09846558194193383,0.001906143108453065,0.36405169370349433,0.4577651598731018
WavLM,MLP,CE,2,0.16403596838283252,0.0019520778167184116,0.444561493869021,0.5962123403761509
WavLM,MLP,CE,42,0.16044626704366827,0.0016462770587648834,0.3509080407355849,0.43608589981841334
WavLM,MLP,CE,240,0.17893335111315511,0.002021198478396269,0.26901080444283154,0.30961428765226884
WavLM,Nes2Net,CE,2,0.14201777965160717,0.0016272669219721397,0.34139985680821294,0.42051782442479846
WavLM,Nes2Net,CE,42,0.1344527215733638,0.0016767680784236239,0.4013191272398727,0.5212485841632221
WavLM,Nes2Net,CE,240,0.15153398278795144,0.0016676942220332919,0.37563685912861244,0.47721013551171976
WavLM,TCM,CE,2,0.20405027270277137,0.0023490721499408312,0.18970671527474126,0.20326267633603506
WavLM,TCM,CE,42,0.13234101722251668,0.0015681039906976502,0.37041150837886255,0.4684151944415842
WavLM,TCM,CE,240,0.1495335755534193,0.0023222708481299287,0.3656750447374466,0.46052900401909685