deepfense-results / ASV19 /asvspoof5_test.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
wav2vec2,MLP,CE,2,0.154375581177994,0.0013520843032668,0.8394555450244423,0.9088816552923584
wav2vec2,MLP,CE,42,0.2037365435833585,0.0016042698674478,0.7548922656467149,0.8752331904567449
wav2vec2,MLP,CE,240,0.1797995729016384,0.0016403247898717,0.8318387035917556,0.90763160755258
wav2vec2,AASIST,CE,2,0.1894974481346716,0.0015336950128453,0.8237667137645763,0.9044249633505392
wav2vec2,AASIST,CE,42,0.225910302512212,0.0018183633377522,0.7419790847065826,0.8724025888180218
wav2vec2,AASIST,CE,240,0.2205667532655872,0.0015898476418768,0.7187759842190233,0.8659540464236296
wav2vec2,Nes2Net,CE,2,0.2419391055263418,0.0016439787859358,0.8329307421894553,0.9055824693657514
wav2vec2,Nes2Net,CE,42,0.2664978833129873,0.0016331688168635,0.7533898564793584,0.8755842614435921
wav2vec2,Nes2Net,CE,240,0.2758274200278573,0.0017136075506603,0.7316078611161825,0.8703167277246193
wav2vec2,TCM,CE,2,0.2029661603052907,0.0016303406067873,0.768934371067219,0.8827261323141014
wav2vec2,TCM,CE,42,0.2098814994980822,0.0016729365573403,0.796016400336097,0.8924106972357934
wav2vec2,TCM,CE,240,0.1941334990092562,0.0017274866847591,0.8331920844133225,0.9080414351899456
hubert,MLP,CE,2,0.2247141457502802,0.0015715814949567,0.6403073971755683,0.8364714281097692
hubert,MLP,CE,42,0.2037383883091031,0.0013852624628042,0.6352670543666449,0.8365243090952357
hubert,MLP,CE,240,0.207532031607776,0.0014125340912699,0.6433528177311505,0.8375040762426297
hubert,AASIST,CE,2,0.3730386793096093,0.0017115994095372,0.5458151843136438,0.814854856384057
hubert,AASIST,CE,42,0.3332296988158457,0.0018267333971474,0.5601751486818318,0.8176061365445801
hubert,AASIST,CE,240,0.2635922603124004,0.0014730879636185,0.5950043893956752,0.8242941122898348
hubert,Nes2Net,CE,2,0.3495694053824383,0.0014667895708515,0.6141370480312911,0.8275727333887605
hubert,Nes2Net,CE,42,0.3493524101260343,0.0014796465360175,0.5412513050970904,0.8118949901141935
hubert,Nes2Net,CE,240,0.3377727637572439,0.0016276171474886,0.5908101352904871,0.823923945391569
hubert,TCM,CE,2,0.2849418062120679,0.0017184603994403,0.5458744794280908,0.8148328226401126
hubert,TCM,CE,42,0.3249522702672198,0.0019267524030991,0.5684265252669732,0.8184977687161966
hubert,TCM,CE,240,0.3172008958017159,0.0020681202119108,0.63102104965943,0.8301815286717765
eat,MLP,CE,2,0.3826070952790981,0.0015553419253001,0.5617522948170875,0.8033297393848766
eat,MLP,CE,42,0.4029191223446647,0.0014492993668288,0.5082361238006793,0.7991492037004938
eat,MLP,CE,240,0.500843329938784,0.0017649576593621,0.5329145805451967,0.7985836709392544
eat,AASIST,CE,2,0.3491937721982033,0.0015872245641123,0.5744763520180223,0.810064720450546
eat,AASIST,CE,42,0.3374481932355103,0.0014422726110216,0.5602225170542163,0.8160358650594765
eat,AASIST,CE,240,0.3725189975296866,0.0015112182226342,0.5305010700549598,0.8086663121682085
eat,Nes2Net,CE,2,0.3859667480649631,0.0013828267574148,0.5451432080427188,0.8126426684920399
eat,Nes2Net,CE,42,0.4082480822591463,0.0015234663248615,0.5716616446990002,0.8124061729737034
eat,Nes2Net,CE,240,0.3801837583652034,0.0013003945639485,0.5628266458066621,0.8153689770760928
eat,TCM,CE,2,0.3890173420241101,0.0014541247178989,0.5227240374085508,0.8049705188506024
eat,TCM,CE,42,0.3921964728839293,0.0015515331500446,0.4915021688560779,0.802228052187657
eat,TCM,CE,240,0.3364024573724656,0.0015481007807556,0.5996535807557261,0.8235390893306737
wavlm,MLP,CE,2,0.1853674120707387,0.0014026958653354,0.7177571059402993,0.8595730741773334
wavlm,MLP,CE,42,0.141215927834093,0.0013259063645837,0.8790798887626948,0.929646255585554
wavlm,MLP,CE,240,0.2093262667506737,0.0016759277822554,0.7050440951671502,0.8581643834811553
wavlm,AASIST,CE,2,0.2979637832634804,0.001799660493886,0.6536145637469869,0.8429875406522576
wavlm,AASIST,CE,42,0.1228586185649996,0.0012559586461058,0.8810186434610325,0.929539024698358
wavlm,AASIST,CE,240,0.2007744079799432,0.0014344607448592,0.7352111705888226,0.8640180147890489
wavlm,Nes2Net,CE,2,0.1787246583743072,0.0014004355728815,0.8309580667645218,0.9059364781851246
wavlm,Nes2Net,CE,42,0.5144989363386482,0.0015601359417985,0.5649451919469825,0.8219541286829403
wavlm,Nes2Net,CE,240,0.4119177162346018,0.0016059354825853,0.6206086143539069,0.834918783619821
wavlm,TCM,CE,2,0.2271876229638039,0.0014077713793691,0.6886264776753621,0.8484989144708817
wavlm,TCM,CE,42,0.1596662230363729,0.0013212454569076,0.7915490353349384,0.8894302661382485
wavlm,TCM,CE,240,0.2092606147560291,0.0016307375398572,0.7515225614014863,0.8723702726602367