deepfense-results / ASV5 /ASV5_asvspoof21_la_eval.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
EAT,AASIST,CE,2,0.3829638850847541,0.0040077434441085635,0.1631793207079894,0.16424387215203543
EAT,AASIST,CE,42,0.37115678781090433,0.0035275085645097015,0.14855100271488386,0.1506249325126876
EAT,AASIST,CE,240,0.38007678836802833,0.0038095598530233366,0.17204344962145207,0.1726595400064788
EAT,MLP,CE,2,0.230495230597509,0.003001075284032248,0.3328894451135622,0.34741793542813953
EAT,MLP,CE,42,0.2645067193364783,0.003202018460505607,0.28518147230573043,0.29126174279235506
EAT,MLP,CE,240,0.22070910062048066,0.0025472916646461924,0.29626497568774435,0.30386837274592376
EAT,Nes2Net,CE,2,0.24034885112610305,0.0025640273147839454,0.23912792611857625,0.24037630925386028
EAT,Nes2Net,CE,42,0.2461642863112043,0.0025701437443627767,0.25726085710060975,0.25994762984558906
EAT,Nes2Net,CE,240,0.30425490495853313,0.0028625754163053574,0.20269212742360374,0.20269814274916315
EAT,TCM,CE,2,0.3140522826860114,0.003614092821616316,0.21088547021077703,0.2109855847100745
EAT,TCM,CE,42,0.3259906118128426,0.003374897750279743,0.21951945058689784,0.21984666882626067
EAT,TCM,CE,240,0.36556257053125013,0.003844169742226816,0.22060136721932572,0.2210209480617644
Hubert,AASIST,CE,2,0.17563291067488446,0.0033722805719888643,0.27206534058543436,0.2763740416801641
Hubert,AASIST,CE,42,0.16941628143053894,0.002841055921549568,0.28073242795107306,0.2860854659324047
Hubert,AASIST,CE,240,0.18498785259146877,0.00304340693926565,0.34489079242845744,0.36226514415289923
Hubert,MLP,CE,2,0.20160552527723397,0.003315631376437672,0.22336415255932113,0.2238081740632761
Hubert,MLP,CE,42,0.2317850495775575,0.003264718280042128,0.19656782202958883,0.19657704351581903
Hubert,MLP,CE,240,0.24067505613348172,0.002927011825101425,0.23996419670867902,0.2412738905085844
Hubert,Nes2Net,CE,2,0.18569275210832564,0.002650625537444662,0.19512772883461788,0.19514631249325126
Hubert,Nes2Net,CE,42,0.18141085335848597,0.0037511949687373952,0.24977452340241818,0.2517951625094482
Hubert,Nes2Net,CE,240,0.12682224489227426,0.0028028500070540682,0.17115857466003348,0.17181594860166288
Hubert,TCM,CE,2,0.23347981186700026,0.00325826642053087,0.22022861630729895,0.22056203433754454
Hubert,TCM,CE,42,0.2278780960870461,0.0031491450625658196,0.22968373616217957,0.2304219306770327
Hubert,TCM,CE,240,0.26295818590061687,0.00311762921064232,0.2649221687817119,0.26838354389374797
Wav2Vec2,AASIST,CE,2,0.1519287300747194,0.002640252941831109,0.3138508582949936,0.32454648526077096
Wav2Vec2,AASIST,CE,42,0.24466449717615874,0.004104919310897029,0.20182388023542758,0.20182755641939315
Wav2Vec2,AASIST,CE,240,0.13910552527723397,0.0023817967601627993,0.3205477666493464,0.33262471655328796
Wav2Vec2,MLP,CE,2,0.29259028728811476,0.0027058531167454547,0.21036974374694228,0.21045918367346939
Wav2Vec2,MLP,CE,42,0.24270352193060307,0.0034307906540098493,0.20122268896535533,0.20122691933916423
Wav2Vec2,MLP,CE,240,0.1933154351851012,0.002562337619528593,0.163595298607324,0.16463529856387
Wav2Vec2,Nes2Net,CE,2,0.15868153448144065,0.0028949242903482802,0.25548139358014305,0.25799049778641614
Wav2Vec2,Nes2Net,CE,42,0.12858449773328273,0.002452774450926107,0.3326325046325876,0.34714798617859843
Wav2Vec2,Nes2Net,CE,240,0.15734672045072629,0.002903152353242053,0.47794597504926395,0.5392168772270813
Wav2Vec2,TCM,CE,2,0.10042968997993057,0.00260261534029229,0.40913983289018907,0.44488986070618725
Wav2Vec2,TCM,CE,42,0.21833193431508083,0.0033563564630737924,0.12549879642183803,0.12980509664183135
Wav2Vec2,TCM,CE,240,0.22928040066932617,0.0029604921279331453,0.17299155136385422,0.17356386999244142
WavLM,AASIST,CE,2,0.11568630388393164,0.0024024203434318755,0.24697894686613597,0.24877173091458807
WavLM,AASIST,CE,42,0.14759808702406388,0.0024757722455383963,0.25044879828501726,0.2525375229456862
WavLM,AASIST,CE,240,0.1179097428354502,0.0026016286482780718,0.18735969196482613,0.18748650253752294
WavLM,MLP,CE,2,0.1744068329962517,0.0024389975435426953,0.25764308950522724,0.2603593024511392
WavLM,MLP,CE,42,0.25723648601813115,0.003228326361414735,0.15294078048931795,0.1546741712558039
WavLM,MLP,CE,240,0.18499160184161872,0.0025952559257629293,0.12650041205935203,0.1306891804340784
WavLM,Nes2Net,CE,2,0.27113204114036804,0.0027372439550624184,0.1730314839690955,0.1736043623798726
WavLM,Nes2Net,CE,42,0.17514922906347458,0.0028072854525201113,0.2013333703556593,0.20133489903898066
WavLM,Nes2Net,CE,240,0.263629342166124,0.002841220655408122,0.17855910434715905,0.178922362595832
WavLM,TCM,CE,2,0.2277956085348805,0.0029408778099989513,0.10420306330058673,0.11125283446712018
WavLM,TCM,CE,42,0.19634126225510837,0.0026743963673530463,0.16922627915493638,0.16997354497354497
WavLM,TCM,CE,240,0.14814925918703947,0.002526669189569772,0.20154194461701835,0.20154410970737502