deepfense-results / ADD23 /ADD23_asvspoof2019_la_eval.csv
enese43's picture
Upload 40 files
33fb109 verified
FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
eat,MLP,CE,2,0.4040525155883625,0.005373921952536498,0.19677463716745924,0.19680783862318738
eat,MLP,CE,42,0.3716111448344884,0.005432969296529588,0.22416307530779817,0.2245181576989486
eat,MLP,CE,240,0.39537344101742994,0.005377540414243764,0.21973201622767688,0.21996995943119446
eat,AASIST,CE,2,0.4156384803720473,0.005157109892358874,0.2794068584884678,0.28591883431362913
eat,AASIST,CE,42,0.3665520965735367,0.0054751410491089,0.28612564134456137,0.29348512711091146
eat,AASIST,CE,240,0.3528218006725563,0.005814955836204561,0.18757333474071702,0.1877535550346028
eat,Nes2Net,CE,2,0.4364415592387145,0.005495666594098225,0.41084450417189344,0.4733214481238682
eat,Nes2Net,CE,42,0.295171284853866,0.004606671747543478,0.5966113768123633,0.8187458764406137
eat,Nes2Net,CE,240,0.372379069448044,0.005272179921374548,0.45013197646080105,0.5189578449401294
eat,TCM,CE,2,0.4880953711158177,0.005476847218008923,0.2847534991892344,0.2958574897876104
eat,TCM,CE,42,0.5053385777069299,0.005874933312809472,0.2807507658318863,0.2955486615101703
eat,TCM,CE,240,0.4446139020212126,0.005986508155481185,0.2720603808238062,0.279531704030209
hubert,MLP,CE,2,0.8283020895660126,0.003505421914875906,0.14972226962658586,0.15028706992152954
hubert,MLP,CE,42,0.7847501780932729,0.0045522059187779185,0.14356154921730846,0.14562657046197902
hubert,MLP,CE,240,0.8417398849182565,0.003328278887897773,0.1340472916006392,0.13405954770695003
hubert,AASIST,CE,2,0.7689904936257496,0.0035197275547949047,0.11745626159033981,0.12315229445372489
hubert,AASIST,CE,42,0.7646392159439275,0.00327403704046908,0.12720744389415936,0.13154680854050563
hubert,AASIST,CE,240,0.7568743162609188,0.0038073825059746214,0.11586470765984802,0.12180468015216811
hubert,Nes2Net,CE,2,0.79020884252281,0.005019480489742656,0.14305463778866057,0.14818142257534708
hubert,Nes2Net,CE,42,0.6622849017321641,0.00653668784621908,0.12904006066923582,0.13324536406642615
hubert,Nes2Net,CE,240,0.6070712175795061,0.0047657561403088855,0.3385715698118769,0.4247792579698752
hubert,TCM,CE,2,0.7378863947210964,0.004560872624500223,0.16524967683139613,0.16551791905891602
hubert,TCM,CE,42,0.6451253299681894,0.005329778299473675,0.15529901136690158,0.15671631315187332
hubert,TCM,CE,240,0.771043362985004,0.0035030991792712185,0.1924992752206445,0.19673765037831464
wav2vec2,MLP,CE,2,0.5317465712775027,0.005469154419272648,0.10101693699903043,0.10911464547917515
wav2vec2,MLP,CE,42,0.5589303163925347,0.005851698232753499,0.15813887255652545,0.15942557940396143
wav2vec2,MLP,CE,240,0.6057104649375737,0.006998616142197878,0.14534866415615177,0.14721282479610315
wav2vec2,AASIST,CE,2,0.5283486031381236,0.00585075244558364,0.16236361003000938,0.1635105352555554
wav2vec2,AASIST,CE,42,0.6566956408900664,0.0053711413363594085,0.11899095375753614,0.12369976276373233
wav2vec2,AASIST,CE,240,0.5036016896891237,0.005351151330274279,0.2209245750068743,0.22168255260608954
wav2vec2,Nes2Net,CE,2,0.5646501736471929,0.004833272935199806,0.17524649791315833,0.17527408509622808
wav2vec2,Nes2Net,CE,42,0.6280048928587337,0.005940722636578466,0.18203859293894303,0.18208234484888472
wav2vec2,Nes2Net,CE,240,0.19891296327263486,0.006927686563053884,0.1723274709204063,0.17283153417465644
wav2vec2,TCM,CE,2,0.4064971741852984,0.006535869780177644,0.13513529546633907,0.1384814071339332
wav2vec2,TCM,CE,42,0.5539104027861022,0.007817798885029315,0.14530585730116397,0.1468338082737903
wav2vec2,TCM,CE,240,0.5971463329173939,0.007002042153533894,0.12353093142342339,0.1281777727866137
wavlm,MLP,CE,2,0.7619490183836782,0.0051597377409247636,0.14854727271095652,0.14905175681176916
wavlm,MLP,CE,42,0.8182153007677245,0.002972928499895333,0.17099471002160171,0.17107682805283772
wavlm,MLP,CE,240,0.81633216247555,0.0034024925171732834,0.1532118381684318,0.15326305150413408
wavlm,AASIST,CE,2,0.7942832735177032,0.003172431137437315,0.12773819021996152,0.13163103443435292
wavlm,AASIST,CE,42,0.7605726118799381,0.003729351065906883,0.11967936911755975,0.1248508499796454
wavlm,AASIST,CE,240,0.6886615875791214,0.005405981568822438,0.13680564662143824,0.14009573676600642
wavlm,Nes2Net,CE,2,0.4840131131900206,0.004646826987799252,0.466022483012821,0.7312632480312198
wavlm,Nes2Net,CE,42,0.6614308808786662,0.0036342527097570354,0.16109611405295943,0.16207869506015132
wavlm,Nes2Net,CE,240,0.4594202769462927,0.00483498293232415,0.4600319515537928,0.8339346126310766
wavlm,TCM,CE,2,0.6615849580839384,0.005318784707204316,0.1313890157056145,0.13448067717618653
wavlm,TCM,CE,42,0.5632894210052606,0.006111431757708785,0.11015277783189589,0.11652652413773741
wavlm,TCM,CE,240,0.6227003056344687,0.005175071115585683,0.15787475132308904,0.15918693937139408