deepfense-results / ASV19 /MLAAD_final.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
wav2vec2,MLP,CE,2,0.1590986277865073,0.001162771108472,0.8428318329227849,0.852048700014183
wav2vec2,MLP,CE,42,0.1822094200167226,0.0012118312462341,0.8146566072742529,0.8197213658497744
wav2vec2,MLP,CE,240,0.1789299929782489,0.0011869884577399,0.8179453017519027,0.8246729818432452
wav2vec2,AASIST,CE,2,0.21015989371103,0.001293851466195,0.7827991478554435,0.7862618782798235
wav2vec2,AASIST,CE,42,0.226818826272771,0.0013700901565828,0.6942114941526241,0.6942115857861251
wav2vec2,AASIST,CE,240,0.1942104647712367,0.0012756074472592,0.7432113304277022,0.743344555337419
wav2vec2,Nes2Net,CE,2,0.1093908895479404,0.0010328103365543,0.8504339093247598,0.8645770349524371
wav2vec2,Nes2Net,CE,42,0.1874324174132279,0.0012991920837762,0.7974877529003952,0.8003453689949215
wav2vec2,Nes2Net,CE,240,0.1342437298606395,0.0010427330176648,0.838985743522781,0.8401772628760678
wav2vec2,TCM,CE,2,0.1661727252871385,0.0012317866454016,0.8272538806358072,0.8319560873773604
wav2vec2,TCM,CE,42,0.1770539597913257,0.0012434050386853,0.815438575816511,0.8203633341544556
wav2vec2,TCM,CE,240,0.1864819342783676,0.0012458005062494,0.8023729471703831,0.8055831336513316
hubert,MLP,CE,2,0.3020732950536398,0.0013822992198289,0.5851391046758893,0.5952165896553526
hubert,MLP,CE,42,0.3013118676529286,0.0013763411230836,0.5802109149424922,0.5915812575114024
hubert,MLP,CE,240,0.3298222464723995,0.0013752663050573,0.491161084862921,0.5184864477504982
hubert,AASIST,CE,2,0.2704902159353579,0.0014903268253455,0.5303592353200166,0.5509705416172127
hubert,AASIST,CE,42,0.3683153004399608,0.0015205237106086,0.3715896920147677,0.4385962293070972
hubert,AASIST,CE,240,0.3073284876102262,0.0015258605296037,0.5537391507385128,0.5684231218072652
hubert,Nes2Net,CE,2,0.3705403967860473,0.0014955978754349,0.5334361920256446,0.5514283794779156
hubert,Nes2Net,CE,42,0.3035390216121838,0.0014519334756106,0.5462798629327114,0.5628618847492716
hubert,Nes2Net,CE,240,0.3974479170915886,0.0015117572626824,0.4894972537707631,0.5186780429422054
hubert,TCM,CE,2,0.3666013322912206,0.001606194681403,0.5592536642294896,0.5764875376036667
hubert,TCM,CE,42,0.3419230235581032,0.0014262948678389,0.4835669520654206,0.5151422407679732
hubert,TCM,CE,240,0.3686144974335293,0.0014904678894675,0.601632654339826,0.608628253074854
eat,MLP,CE,2,0.03673648173051,0.0005635118869033,0.6019568866796285,0.6140178009350841
eat,MLP,CE,42,0.0543334308857126,0.0007191953855629,0.302891083834452,0.404999888028784
eat,MLP,CE,240,0.0693749807789567,0.0007703539540974,0.346879662339118,0.4303626125621751
eat,AASIST,CE,2,0.0287171055591336,0.0005137672245199,0.6873197077439226,0.6904617941769992
eat,AASIST,CE,42,0.0970668039548379,0.0009517300480381,0.298148862042573,0.4034198497595107
eat,AASIST,CE,240,0.0513126543656651,0.0007041664783554,0.4149422389634235,0.4737278203683106
eat,Nes2Net,CE,2,0.0571651516716111,0.0007627271271521,0.6962362832851896,0.6986730166787347
eat,Nes2Net,CE,42,0.061860439103034,0.0007466169882337,0.6514317121651105,0.6573954499874344
eat,Nes2Net,CE,240,0.0666876540257275,0.0008310917985926,0.7726496373540774,0.772705896404231
eat,TCM,CE,2,0.1255792403874776,0.0010490250806161,0.2876177502969559,0.3968956602444953
eat,TCM,CE,42,0.1250193352623141,0.0010552866552958,0.2844201426657293,0.3949598023334801
eat,TCM,CE,240,0.0597974077951305,0.0007477665586305,0.3841598794985382,0.453986050874744
wavlm,MLP,CE,2,0.1925130783902326,0.0012331230289948,0.755865626004325,0.755882843272645
wavlm,MLP,CE,42,0.2337537342048478,0.0013303596267538,0.7331226852215207,0.7346730067257377
wavlm,MLP,CE,240,0.2667204785559979,0.0014359690912028,0.6061068678080641,0.6148837116716307
wavlm,AASIST,CE,2,0.2525670790906207,0.001431282046553,0.7485189809825284,0.7486320849786882
wavlm,AASIST,CE,42,0.2244223451980492,0.0012350231762133,0.7567905927421998,0.7596226818847991
wavlm,AASIST,CE,240,0.1864642632728539,0.0011612396193697,0.7043960149157339,0.7057371562794702
wavlm,Nes2Net,CE,2,0.2617311985951214,0.0014136596546094,0.7149056683200976,0.7156403882664119
wavlm,Nes2Net,CE,42,0.2495837021947692,0.0013624374396675,0.6334037715125027,0.6409232399991043
wavlm,Nes2Net,CE,240,0.1773074058456369,0.001203362803321,0.621327177887818,0.6302411859991192
wavlm,TCM,CE,2,0.173418207516405,0.0011163729267751,0.7551322260067665,0.7551861334846189
wavlm,TCM,CE,42,0.1718237003175367,0.0011835500955678,0.7955947228398,0.7959312148379278
wavlm,TCM,CE,240,0.2368139679622601,0.0012993172652455,0.7433879397407962,0.743394320322278