deepfense-results / ASV5 /ASV5_asvspoof5_test.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
EAT,AASIST,CE,2,0.34253919625824547,0.001174616336296147,0.4570836704949901,0.4611515715935097
EAT,AASIST,CE,42,0.314821326884251,0.001259578278391238,0.46822450220716094,0.4724813227297165
EAT,AASIST,CE,240,0.3068529571623432,0.0013327612942304612,0.46492192555584033,0.468835472565051
EAT,MLP,CE,2,0.26345458401991195,0.0013624311625267949,0.48803591352017345,0.4935749602658151
EAT,MLP,CE,42,0.26398063810303396,0.0013500205810720867,0.4717002667318584,0.4751973488999286
EAT,MLP,CE,240,0.24667635936305687,0.0015181418355068727,0.5373786383714865,0.5523066392077253
EAT,Nes2Net,CE,2,0.2732691739100911,0.0013514709110089562,0.4539857334574673,0.45663318516864626
EAT,Nes2Net,CE,42,0.2711694851550578,0.0012182613010166266,0.45754479457458896,0.46005282222881605
EAT,Nes2Net,CE,240,0.2939476947680765,0.001285306935813052,0.3572884994041684,0.3585889002811506
EAT,TCM,CE,2,0.2856119088908776,0.00138222862767709,0.46247252701252717,0.46555538254986234
EAT,TCM,CE,42,0.2699869953623969,0.0013044094491551916,0.4533695515260124,0.4553155672807716
EAT,TCM,CE,240,0.27768093486220025,0.0012440880245815356,0.451552293742443,0.4533839423949798
Hubert,AASIST,CE,2,0.12402651902551726,0.0010222532506444504,0.6459316943072932,0.6721790197627994
Hubert,AASIST,CE,42,0.13128831273825725,0.001020262423544513,0.6643934103105068,0.6937485861680969
Hubert,AASIST,CE,240,0.11344062349439797,0.00088717364827888,0.7645288568041766,0.8048265650568324
Hubert,MLP,CE,2,0.10052898879693203,0.0008788212836352907,0.729995527165817,0.7667948540925476
Hubert,MLP,CE,42,0.1186200848728648,0.0009235645689235766,0.6052810611486543,0.6254160705314833
Hubert,MLP,CE,240,0.11089604434590274,0.0008737360353240631,0.6483595174000667,0.674370642827135
Hubert,Nes2Net,CE,2,0.16505354027942742,0.0010488930691128495,0.6114256200545793,0.6335450531307012
Hubert,Nes2Net,CE,42,0.10786096208177129,0.0008780905494532726,0.7386509714238718,0.7767761400993575
Hubert,Nes2Net,CE,240,0.10902064551334496,0.0008933057103146999,0.6363930224481553,0.6606039596106784
Hubert,TCM,CE,2,0.09622295838440799,0.0008508018293733877,0.6409337893146804,0.6658259569254995
Hubert,TCM,CE,42,0.0918895940333421,0.0007770637500741154,0.7210664616368354,0.755711880888518
Hubert,TCM,CE,240,0.08326026102444072,0.0007515116355163581,0.7838892468163248,0.8229515228254898
Wav2Vec2,AASIST,CE,2,0.07495088672291139,0.0008998560637562616,0.8004106687702656,0.8403816832017674
Wav2Vec2,AASIST,CE,42,0.07214831141019942,0.0007354007066629406,0.7412058085516314,0.7775869818765111
Wav2Vec2,AASIST,CE,240,0.06645738528075384,0.0008312387911139849,0.8264314908083468,0.8646643379447512
Wav2Vec2,MLP,CE,2,0.09132798898273431,0.0007481065521975361,0.6727621781398039,0.7020876237929181
Wav2Vec2,MLP,CE,42,0.06623494008402289,0.0006706318363473365,0.6816746732900721,0.7116605510786252
Wav2Vec2,MLP,CE,240,0.05694095433663874,0.0007318412795851402,0.684134534595596,0.7143383854260004
Wav2Vec2,Nes2Net,CE,2,0.06385721589230259,0.0006831993983004783,0.7725365369029868,0.8112104751356544
Wav2Vec2,Nes2Net,CE,42,0.07710985516939001,0.000897465257138505,0.7368857510175773,0.7741276840772415
Wav2Vec2,Nes2Net,CE,240,0.05533998572618555,0.0008487875531199909,0.9297948057227307,0.9526744558399703
Wav2Vec2,TCM,CE,2,0.07664760835516793,0.0010092881044888036,0.8989534362418219,0.9301662519426418
Wav2Vec2,TCM,CE,42,0.11653498544997469,0.0007874761906011274,0.5973941592661335,0.61544800477104
Wav2Vec2,TCM,CE,240,0.07570215309138127,0.0007690033049870607,0.6566604064596319,0.6836732895204576
WavLM,AASIST,CE,2,0.08420479392535507,0.0009383427895894303,0.7792720026190727,0.8193805873902352
WavLM,AASIST,CE,42,0.0728193364518815,0.0008178548421546514,0.7711918113131708,0.8106992922761445
WavLM,AASIST,CE,240,0.0831061506740644,0.0009080746441248663,0.7504115695559311,0.7897980827704936
WavLM,MLP,CE,2,0.21957115770217156,0.00096836500838203,0.6893866986110395,0.7222220590093041
WavLM,MLP,CE,42,0.09507509719636062,0.0007830594898488516,0.7037520127239261,0.7366453477953036
WavLM,MLP,CE,240,0.15647342520728277,0.0009114662526799183,0.6215075158536393,0.6448909623458006
WavLM,Nes2Net,CE,2,0.09178109640514012,0.000807366153334578,0.6806351537930906,0.7117648441332953
WavLM,Nes2Net,CE,42,0.10225119964198581,0.0009700813049607071,0.6889672072256814,0.7221706469401006
WavLM,Nes2Net,CE,240,0.09536503911348077,0.0008110672831011592,0.6856118645736389,0.7174422054896339
WavLM,TCM,CE,2,0.10951299335472581,0.0008004451736495916,0.5864547370493969,0.6024128418535373
WavLM,TCM,CE,42,0.08816344745505833,0.0008150787075436247,0.7032925596427919,0.7373401451876834
WavLM,TCM,CE,240,0.08583309647435011,0.0008249949013726596,0.803040835130428,0.8437175920349484