FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy EAT,AASIST,CE,2,0.264634557906129,0.0027215530557631318,0.38107394240733095,0.38303339875927195 EAT,AASIST,CE,42,0.25702853977008466,0.002505210649485806,0.378021412707695,0.37975421918477703 EAT,AASIST,CE,240,0.282766300341218,0.00283020770217432,0.41360997364770863,0.4187575377775676 EAT,MLP,CE,2,0.23632044346781372,0.0026809918716254044,0.6162283490253431,0.6657759279841716 EAT,MLP,CE,42,0.26690155233299034,0.002554314678103492,0.619596581165963,0.6731540820267852 EAT,MLP,CE,240,0.21601697108317378,0.0025699020699571917,0.6216309610530509,0.6704424527632605 EAT,Nes2Net,CE,2,0.26597768699183016,0.0030105956569683734,0.6091743772887839,0.6598875935078551 EAT,Nes2Net,CE,42,0.30414124798466163,0.0029345118576951934,0.5767607983862688,0.6246206477956189 EAT,Nes2Net,CE,240,0.33212193675239066,0.003163676422510475,0.45650632331028906,0.4705465036536051 EAT,TCM,CE,2,0.25683329761378604,0.0026142873382215825,0.5603121579283661,0.5945877771734418 EAT,TCM,CE,42,0.21924132348481684,0.0030049496745122445,0.5795849842283776,0.6180386407170052 EAT,TCM,CE,240,0.2701641105699328,0.002635800073755995,0.5574008285794386,0.5911824753076201 Hubert,AASIST,CE,2,0.4795418478951997,0.003524955491004511,0.45347789844878617,0.5203805740140784 Hubert,AASIST,CE,42,0.513957101861181,0.0036715611709408624,0.4375044515606614,0.5135857355688509 Hubert,AASIST,CE,240,0.4635629826029501,0.003475074913504822,0.5049299315193045,0.7663111594579894 Hubert,MLP,CE,2,0.31772436173911806,0.0032489563192482918,0.6121205577383678,0.7479761313563664 Hubert,MLP,CE,42,0.2851809046857228,0.0028463031315082987,0.6284683579832687,0.713521097894546 Hubert,MLP,CE,240,0.4407067223595177,0.003765320669371547,0.5281385132390312,0.7197168554559715 Hubert,Nes2Net,CE,2,0.2907675159915376,0.0029562154259838436,0.6077571899692825,0.6786009884834583 Hubert,Nes2Net,CE,42,0.3028028321006384,0.002960478128902544,0.6248490921041869,0.7293021495968028 Hubert,Nes2Net,CE,240,0.3887648054559311,0.0034734945726789535,0.5537730744164587,0.6654054437533994 Hubert,TCM,CE,2,0.28411885583027496,0.0028826027832422607,0.6339097792676478,0.7267166426246049 Hubert,TCM,CE,42,0.41163520530439723,0.003411087607227581,0.5430844865134717,0.7028558816342296 Hubert,TCM,CE,240,0.24749837928112114,0.0029085483275472224,0.6750029151548074,0.8091927385090769 Wav2Vec2,AASIST,CE,2,0.1749624833592856,0.002456969653845689,0.5334172747495705,0.558981877803265 Wav2Vec2,AASIST,CE,42,0.19994284131361378,0.0026607326237672174,0.43078080929017526,0.43799118720489355 Wav2Vec2,AASIST,CE,240,0.1773200290617794,0.002657337057328235,0.5576578379626562,0.5902207928362538 Wav2Vec2,MLP,CE,2,0.23368181753506667,0.002515872269706579,0.48402318829879953,0.4996649876636634 Wav2Vec2,MLP,CE,42,0.16200330190902454,0.0025823304468499814,0.4973427580599632,0.5163761912644548 Wav2Vec2,MLP,CE,240,0.18141118816257168,0.0026729783589738293,0.4221985266867455,0.42813788319499296 Wav2Vec2,Nes2Net,CE,2,0.16577046174258625,0.002761996061280636,0.44119514462079124,0.4496732644390317 Wav2Vec2,Nes2Net,CE,42,0.18212567174239952,0.002598697819900894,0.5005501773390002,0.5191508816736428 Wav2Vec2,Nes2Net,CE,240,0.1743814700920675,0.0023249771660728002,0.6125149589139736,0.6565847660037364 Wav2Vec2,TCM,CE,2,0.15118235777469297,0.0024980404810322487,0.651141049303283,0.7020124388109821 Wav2Vec2,TCM,CE,42,0.23310080426784857,0.0027991904721135913,0.3410445733841053,0.3411686806820063 Wav2Vec2,TCM,CE,240,0.1840592404986745,0.0023595862270729823,0.4972401850578918,0.5156352228029103 WavLM,AASIST,CE,2,0.34127103933211267,0.0031642138574846657,0.5861039136562856,0.75198051410599 WavLM,AASIST,CE,42,0.27185480493125397,0.0028151731640190802,0.6370263196636943,0.7157676512088034 WavLM,AASIST,CE,240,0.39497063586426334,0.003218417784759453,0.5356270076604037,0.6276002869282128 WavLM,MLP,CE,2,0.327878454532277,0.003061285043727907,0.517384073232548,0.7873184036070975 WavLM,MLP,CE,42,0.31117567925684375,0.0032293718553332573,0.5833409494423148,0.6472595990887664 WavLM,MLP,CE,240,0.24234517132488098,0.002880439702336174,0.56034342230669,0.5964638462569268 WavLM,Nes2Net,CE,2,0.29957847969899537,0.0032675832519342973,0.5725888136238251,0.6271115630493217 WavLM,Nes2Net,CE,42,0.327406845347403,0.0029718767813119995,0.5932246776954779,0.6937435460858735 WavLM,Nes2Net,CE,240,0.31045648247533797,0.002899328079748187,0.6103525474567791,0.7138600515524866 WavLM,TCM,CE,2,0.41836970353961445,0.003434569030588336,0.2999769718416968,0.30016317071440396 WavLM,TCM,CE,42,0.3536827001487771,0.0030292648191862503,0.5657095792779007,0.6526749749726078 WavLM,TCM,CE,240,0.35002023119588155,0.003139969321920566,0.5565440114134597,0.621231111216213