deepfense-results / HABLA /asvspoof5_test.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
wav2vec2,MLP,CE,2,0.1295214115339014,0.0012799229619187,0.8674575075372987,0.9237323987108792
wav2vec2,MLP,CE,42,0.113376816225498,0.0012626731102299,0.8332860503615229,0.9098996142625894
wav2vec2,MLP,CE,240,0.1410737239641499,0.0013122226179252,0.845989489405283,0.915206808720662
wav2vec2,AASIST,CE,2,0.1351238793076153,0.0013619113398679,0.7881987070032644,0.8909829106281967
wav2vec2,AASIST,CE,42,0.1754516192184292,0.0017088116163324,0.7291991775372448,0.8698452056042093
wav2vec2,AASIST,CE,240,0.1215676311441368,0.0012908246551035,0.8630089579098834,0.9231507078707472
wav2vec2,Nes2Net,CE,2,0.2292991339623636,0.0018372213159676,0.8034427899114367,0.8973873855347002
wav2vec2,Nes2Net,CE,42,0.146854868938165,0.0014800508208288,0.848732896660801,0.9164113200562888
wav2vec2,Nes2Net,CE,240,0.1344100086323758,0.0013081809706404,0.8274704193701552,0.9074656200148654
wav2vec2,TCM,CE,2,0.1259082901612743,0.0013065873033172,0.8186316930156918,0.903562709504182
wav2vec2,TCM,CE,42,0.1650681296115707,0.0014464261120291,0.7715692023324346,0.8839791178864058
wav2vec2,TCM,CE,240,0.1227865942671557,0.00121141402003,0.8168067560408554,0.902296503685511
hubert,MLP,CE,2,0.1798998535008964,0.001231901964236,0.5101707046213042,0.8093111664076478
hubert,MLP,CE,42,0.1789699099321253,0.0013272515434101,0.6719837837948215,0.8473884137760843
hubert,MLP,CE,240,0.1838156613970422,0.0013144859997029,0.6547311508581346,0.8421326313872152
hubert,AASIST,CE,2,0.1709732839088033,0.0012066607199502,0.8170707399699841,0.8807945074283096
hubert,AASIST,CE,42,0.1885757215948444,0.0012697433365503,0.7915868014676146,0.878091701504464
hubert,AASIST,CE,240,0.1724730495571261,0.0012987590617844,0.7996856647890149,0.8860693857285972
hubert,Nes2Net,CE,2,0.192482390099174,0.0013790579940117,0.444016894390373,0.7964096748700743
hubert,Nes2Net,CE,42,0.3911224807194705,0.0016803929910551,0.4433087360982811,0.7962818791551969
hubert,Nes2Net,CE,240,0.4708771956366138,0.0016773156912515,0.4437326468265863,0.7963641384659226
hubert,TCM,CE,2,0.1736983849833444,0.0012429862716282,0.8000887511498804,0.880559480826236
hubert,TCM,CE,42,0.1736491670465876,0.0012957306129888,0.5025055065675075,0.8072987511273932
hubert,TCM,CE,240,0.177118239823527,0.0013110273302472,0.6040940315197887,0.8276035806302826
eat,MLP,CE,2,0.3326170311027366,0.0016636103242794,0.687229308249609,0.8462926022439164
eat,MLP,CE,42,0.3202943353944203,0.0016305819111981,0.7266220897538238,0.8441538601650475
eat,MLP,CE,240,0.3052538332776345,0.0016509325717448,0.7149860828183279,0.8551810145510845
eat,AASIST,CE,2,0.3201128911055022,0.0016794118768382,0.633913096247596,0.703502190154148
eat,AASIST,CE,42,0.3214048008892373,0.0016193209133243,0.6769699576274656,0.76844885380464
eat,AASIST,CE,240,0.3211595493314192,0.0016828982774704,0.7305323018370198,0.8424925158716402
eat,Nes2Net,CE,2,0.3450336351071117,0.0016343979363298,0.6625042864139068,0.7639201849659358
eat,Nes2Net,CE,42,0.3165380877889778,0.0017098555500373,0.7127916980846267,0.8129100112518985
eat,Nes2Net,CE,240,0.323878278102761,0.0016151869336422,0.6663415000522597,0.7530487357037725
eat,TCM,CE,2,0.2811992255758962,0.0015729495779293,0.6493477647706108,0.8431461836086572
eat,TCM,CE,42,0.2960902291566673,0.001772031429246,0.7094386329509081,0.8584552289012213
eat,TCM,CE,240,0.3283192177191565,0.0016941579083332,0.6925728321767248,0.7960086607302864
wavlm,MLP,CE,2,0.1633659580389871,0.0013203892081183,0.7666740542800174,0.8798852482615376
wavlm,MLP,CE,42,0.1266795958022144,0.0012683930583807,0.8743442532487546,0.9236369191537868
wavlm,MLP,CE,240,0.1554997136420819,0.001310045279086,0.8438005347742796,0.8994541507166842
wavlm,AASIST,CE,2,0.1419370931754041,0.0012140896623475,0.7880201137224361,0.8881875629797847
wavlm,AASIST,CE,42,0.1572602425432384,0.0013269611926938,0.845445366151425,0.9018146991512602
wavlm,AASIST,CE,240,0.2389249848975529,0.0011698223398477,0.7047780660161964,0.8175077191549619
wavlm,Nes2Net,CE,2,0.1347847194537384,0.0013747397132045,0.6494387986999004,0.8444638014965319
wavlm,Nes2Net,CE,42,0.1545916540715257,0.0014654862261603,0.4502514721614647,0.7975877457129679
wavlm,Nes2Net,CE,240,0.2191107556136941,0.0014911728277954,0.4437766708812326,0.7963685452147115
wavlm,TCM,CE,2,0.1498972458683681,0.0012768843940633,0.6183666567476607,0.8317855852309283
wavlm,TCM,CE,42,0.120162696154745,0.0011440574248546,0.56850837449506,0.8210008020282796
wavlm,TCM,CE,240,0.1493365631806326,0.0012247995574393,0.8291231489719559,0.8967954122807276