deepfense-results / PartialSpoof /add23_test_R2.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
wav2vec2,MLP,CE,2,0.3275323798763138,0.0031749489630826,0.2113308669536277,0.2641440954784473
wav2vec2,MLP,CE,42,0.2558983406121592,0.0025631666457059,0.2746003248473984,0.3078572212328131
wav2vec2,MLP,CE,240,0.2335906184773034,0.0025617111195196,0.4292929847936639,0.4335271824911164
wav2vec2,AASIST,CE,2,0.2436998967897841,0.0024621938344021,0.2178471028436196,0.2684824902723735
wav2vec2,AASIST,CE,42,0.4312895790886326,0.0030417833632579,0.207280603365376,0.2614684706736329
wav2vec2,AASIST,CE,240,0.2523789707571054,0.0027444518694552,0.3674693171388812,0.379955603197245
wav2vec2,Nes2Net,CE,2,0.2929929300540954,0.0031011811066713,0.3769074408247231,0.3823442524709437
wav2vec2,Nes2Net,CE,42,0.2664174520266188,0.0026964056139225,0.2318698667663172,0.2778598377744203
wav2vec2,Nes2Net,CE,240,0.1851068246948196,0.0025020244510226,0.2992031916188695,0.3262236552242207
wav2vec2,TCM,CE,2,0.2561256133813566,0.0030926532692803,0.7005077437681524,0.7353663580272964
wav2vec2,TCM,CE,42,0.2773416841066413,0.0028778695293937,0.2131373508220843,0.2653426403436954
wav2vec2,TCM,CE,240,0.3182656249106479,0.0031612823876251,0.5094959335313812,0.510132768385425
hubert,MLP,CE,2,0.4150506521428341,0.002817377654188,0.2210818574765645,0.2706516876693366
hubert,MLP,CE,42,0.419855662311669,0.002897089333043,0.2239887410795991,0.2726098736463617
hubert,MLP,CE,240,0.5835305720834352,0.002822139461359,0.2159899040110753,0.2672417431231378
hubert,AASIST,CE,2,0.3563910123178948,0.0030214644096008,0.2422034756142322,0.2850595474227065
hubert,AASIST,CE,42,0.4521119577197828,0.0027321318701506,0.3154810579599317,0.3348920043552757
hubert,AASIST,CE,240,0.3625653733876286,0.0029538858562065,0.2197260572828611,0.2697316778784068
hubert,Nes2Net,CE,2,0.2646772661744427,0.0028824783015431,0.219774711932719,0.2697738801623944
hubert,Nes2Net,CE,42,0.2901496642209197,0.0029016475493274,0.2107446326787413,0.2637558344657613
hubert,Nes2Net,CE,240,0.3431503419587804,0.0029173826100043,0.2299277463262809,0.2766275310819822
hubert,TCM,CE,2,0.3992938403147035,0.0030472676788277,0.218603681958462,0.2689889176802248
hubert,TCM,CE,42,0.3494464099170352,0.0031535217262289,0.2129594608267142,0.2652244739485301
hubert,TCM,CE,240,0.4516964103320897,0.0030652811913063,0.210540606039605,0.2636207871570009
eat,MLP,CE,2,0.2120921358242751,0.002476255882418,0.5076118383752397,0.507642833630156
eat,MLP,CE,42,0.2081572185815282,0.0024027045070251,0.5136412625066086,0.5136439984131941
eat,MLP,CE,240,0.2109614862640023,0.0023896037007321,0.5340343473139855,0.5342049511719574
eat,AASIST,CE,2,0.2396536993806464,0.0026223796398646,0.3950441315901997,0.4032850257855955
eat,AASIST,CE,42,0.2463101755680481,0.0025465940281903,0.2917282183253983,0.3205769896266786
eat,AASIST,CE,240,0.2401805269347303,0.002592113119343,0.5051097636385176,0.5051444584180896
eat,Nes2Net,CE,2,0.2211591876000166,0.0024796457400964,0.4979505278397795,0.4981726411033365
eat,Nes2Net,CE,42,0.2261753295302044,0.0025878882237371,0.5078798169705789,0.5079382496180693
eat,Nes2Net,CE,240,0.246958710010653,0.0025346168209983,0.5237533827179297,0.5237809870270179
eat,TCM,CE,2,0.2858267691697527,0.0028257040991679,0.3972202647571599,0.4050153194290875
eat,TCM,CE,42,0.2595118477764608,0.0027345235147992,0.4602769206167549,0.4615579395156866
eat,TCM,CE,240,0.2343332902291562,0.0025319410162168,0.3414987530726973,0.3588629016602379
wavlm,MLP,CE,2,0.5345589488975692,0.0034312501027516,0.4443914067587747,0.4788355545802139
wavlm,MLP,CE,42,0.5580581740369583,0.0034559147761727,0.4339098844064603,0.4774006769246351
wavlm,MLP,CE,240,0.4974035060113725,0.0033077185080356,0.4177101718492118,0.4229175282966314
wavlm,AASIST,CE,2,0.3452899341908051,0.0028846415377509,0.2074856149052251,0.2616035179823932
wavlm,AASIST,CE,42,0.5516346849044683,0.0032018236013033,0.4347245545264636,0.4776201288013707
wavlm,AASIST,CE,240,0.5402397662782064,0.00319297146523,0.2366675593154003,0.2812360204934291
wavlm,Nes2Net,CE,2,0.5606408832359493,0.0037477837340175,0.4550869419725543,0.512816833647037
wavlm,Nes2Net,CE,42,0.53091215786828,0.0035492887790557,0.4390503930802462,0.4655502755809144
wavlm,Nes2Net,CE,240,0.5281687436300666,0.003630497916246,0.4086751887640375,0.4187648235522506
wavlm,TCM,CE,2,0.5415311208777018,0.0030934789148682,0.4310763207089298,0.45711825924019
wavlm,TCM,CE,42,0.497270370551423,0.0030467155321095,0.3349272983963595,0.351604108814369
wavlm,TCM,CE,240,0.5404727533331182,0.0031699306738764,0.425505605023763,0.4391400862614684