deepfense-results / HABLA /asvspoof2019_la_eval.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
wav2vec2,MLP,CE,2,0.0969504382985531,0.0025638829669158,0.7721690968842233,0.8777741903785954
wav2vec2,MLP,CE,42,0.0622708132565372,0.0020720246004454,0.8275309887548721,0.9156618049609052
wav2vec2,MLP,CE,240,0.0490785568676067,0.0026897998826011,0.8226416876148894,0.9120541291744458
wav2vec2,AASIST,CE,2,0.0732874308045567,0.00197903079277,0.8157632318057866,0.90771649564131
wav2vec2,AASIST,CE,42,0.0742329134160959,0.0021657726565288,0.8225126812807528,0.9127560116231732
wav2vec2,AASIST,CE,240,0.036424339990726,0.0020121626853477,0.804541152682348,0.8985499108609291
wav2vec2,Nes2Net,CE,2,0.1136947400321347,0.0023444946170358,0.7741336960001354,0.88105900023864
wav2vec2,Nes2Net,CE,42,0.1082360756025976,0.0023538290056566,0.7556996872926018,0.8626135294860817
wav2vec2,Nes2Net,CE,240,0.0731333535992846,0.0019222246642774,0.8135949701882741,0.906312730743855
wav2vec2,TCM,CE,2,0.101732639872576,0.0030519710369865,0.7788268887498836,0.8851860690371577
wav2vec2,TCM,CE,42,0.1082047678789821,0.0037879143884453,0.7568901290279995,0.8697586928141275
wav2vec2,TCM,CE,240,0.0843040483525763,0.0020680193912149,0.8212135793698634,0.9139772870839592
hubert,MLP,CE,2,0.0581885553307401,0.0032443787521691,0.924186462981152,0.9714895349326896
hubert,MLP,CE,42,0.0924216026187474,0.0033434911295098,0.8034164617775746,0.9042211210466472
hubert,MLP,CE,240,0.1025162183479393,0.0041480538168761,0.7865947259910986,0.8933559807403456
hubert,AASIST,CE,2,0.1690077128737381,0.003255473654725,0.504960830969096,0.5723430239903421
hubert,AASIST,CE,42,0.1964526508138912,0.0035316366455508,0.5129252966662262,0.5832222019456181
hubert,AASIST,CE,240,0.0870333805673449,0.002865378248577,0.5996618573141779,0.6964498785743364
hubert,Nes2Net,CE,2,0.0535917386856047,0.0022361211430843,0.5713757796244734,0.9071409520333534
hubert,Nes2Net,CE,42,0.0645848754409126,0.0031078260499168,0.4821512076701613,0.8976234260286088
hubert,Nes2Net,CE,240,0.0561513398332935,0.0026550975465732,0.5634380135190384,0.9063548436907788
hubert,TCM,CE,2,0.1718676415010672,0.0033690777908244,0.5635015054339758,0.6518943807291155
hubert,TCM,CE,42,0.0825280256802507,0.0031018558113442,0.8169715038943204,0.9443266841669358
hubert,TCM,CE,240,0.1638102412693219,0.0038824134848618,0.7244223525067999,0.8932998301444474
eat,MLP,CE,2,0.1604044461990391,0.003227759441193,0.5899445218208262,0.6836615803585215
eat,MLP,CE,42,0.1687308661868093,0.0027943525854436,0.5622512657240581,0.6475286718980305
eat,MLP,CE,240,0.2203611972712009,0.003085163133607,0.5920722818787459,0.6861041312800932
eat,AASIST,CE,2,0.1596365215854835,0.0027551976612101,0.4939872644310715,0.5557505229024243
eat,AASIST,CE,42,0.2532961073645067,0.0032167639521623,0.5384012355767783,0.6157614722686244
eat,AASIST,CE,240,0.0999409633384428,0.0028916302265326,0.5764169139181088,0.6658337661608433
eat,Nes2Net,CE,2,0.1836913183171615,0.00332024228081,0.5328483450431096,0.6085040077487822
eat,Nes2Net,CE,42,0.2645895715994549,0.0034855687140891,0.593948880059453,0.688294004520123
eat,Nes2Net,CE,240,0.1453760131033571,0.0028143620412722,0.5745142508071686,0.6633912152392717
eat,TCM,CE,2,0.1023777950044749,0.0031031125327694,0.7765556737570412,0.8841332453640665
eat,TCM,CE,42,0.1006095992630532,0.0031703073225809,0.7360139100776003,0.8468071367407387
eat,TCM,CE,240,0.1601667341666295,0.0031179079654055,0.560949818587191,0.645802041074161
wavlm,MLP,CE,2,0.1017013321489606,0.0035808811621111,0.8025404575844308,0.9054845094543564
wavlm,MLP,CE,42,0.1526865081014534,0.0035413225004012,0.7276014535141564,0.8548507096031557
wavlm,MLP,CE,240,0.1299768101499001,0.003940662281505,0.5792689010107424,0.6730631553827365
wavlm,AASIST,CE,2,0.0565587829327828,0.0037639582622904,0.9210153932955144,0.9690750593090668
wavlm,AASIST,CE,42,0.172674700769142,0.0029245451868875,0.5739084096918464,0.6651178460631414
wavlm,AASIST,CE,240,0.1440074335305209,0.0037942486493261,0.7088811742916443,0.8285020424779258
wavlm,Nes2Net,CE,2,0.1171998237913627,0.0034007243806414,0.7059528695125876,0.9136123082106208
wavlm,Nes2Net,CE,42,0.0719266781626244,0.0034105919416302,0.6689977520403597,0.9208838103794376
wavlm,Nes2Net,CE,240,0.1618043334954907,0.0044908935721954,0.5115652331534725,0.9005572946642896
wavlm,TCM,CE,2,0.1873583062125655,0.003686401476701,0.6762911690759543,0.8804974942796581
wavlm,TCM,CE,42,0.1498500602668359,0.0041257176601764,0.6778837226278134,0.915352976683465
wavlm,TCM,CE,240,0.0853879543075799,0.0034912371968837,0.6216711393729509,0.7250164942375451