deepfense-results / HABLA /MLAAD_final.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
wav2vec2,MLP,CE,2,0.2490684587710855,0.0014431047758307,0.7208189459233267,0.7233539609195574
wav2vec2,MLP,CE,42,0.1885522276635548,0.0012658054770894,0.8135449595442541,0.8203210339173255
wav2vec2,MLP,CE,240,0.2224195889839704,0.0012792511154762,0.7630221463529367,0.7661642891445151
wav2vec2,AASIST,CE,2,0.2259005382979918,0.001335058623755,0.7454419925116126,0.7482090826073866
wav2vec2,AASIST,CE,42,0.2616990034350403,0.0013800854253695,0.6828827839067947,0.6830965764178666
wav2vec2,AASIST,CE,240,0.1812319461858962,0.0012008866510426,0.81751543283926,0.8248596005364666
wav2vec2,Nes2Net,CE,2,0.2481231801003402,0.0013850263747662,0.6692240317881132,0.6693166521104086
wav2vec2,Nes2Net,CE,42,0.2777035030045434,0.0014883340373892,0.6891331323543634,0.6901084627845002
wav2vec2,Nes2Net,CE,240,0.2233077394118372,0.0014048950360637,0.7460273029692006,0.7479030279505038
wav2vec2,TCM,CE,2,0.2476682117704813,0.0014369572454145,0.7009337260323503,0.701253331143674
wav2vec2,TCM,CE,42,0.1963752860234985,0.0012825809404091,0.8021713646491611,0.8094200139839608
wav2vec2,TCM,CE,240,0.2172537198303435,0.0013486913627024,0.6765770779109711,0.6766544991278687
hubert,MLP,CE,2,0.3195881828831666,0.0015926976406999,0.5733401062731467,0.5739196643849421
hubert,MLP,CE,42,0.3124122954381772,0.0015602805421063,0.6739762027921945,0.6788565997078796
hubert,MLP,CE,240,0.3138478844498088,0.0015080816078627,0.6449332103304757,0.6461858871479438
hubert,AASIST,CE,2,0.2802391736478195,0.001450778962857,0.7099672930597951,0.7352950690364752
hubert,AASIST,CE,42,0.3012921390342462,0.0014371607021198,0.696967443183584,0.7068618449372837
hubert,AASIST,CE,240,0.2589046822733379,0.0014020391837767,0.7337621519187705,0.7492292647969961
hubert,Nes2Net,CE,2,0.4020912807442481,0.0019046762125458,0.3889828384737134,0.4164582757925696
hubert,Nes2Net,CE,42,0.4157813605647051,0.001736310035368,0.3612191947082779,0.4108547384974458
hubert,Nes2Net,CE,240,0.5189717788853139,0.0016150114412786,0.3496455714047842,0.4002995852088512
hubert,TCM,CE,2,0.2636820310304367,0.0013887530544721,0.7365160570049826,0.748686826462033
hubert,TCM,CE,42,0.2743170815575964,0.0014208580456279,0.425277897537812,0.4726827556862716
hubert,TCM,CE,240,0.293374552807228,0.0015070300294157,0.5719768530459053,0.5744372202274758
eat,MLP,CE,2,0.1896792999911655,0.00120728384996,0.7653566490475989,0.7661020829134413
eat,MLP,CE,42,0.2062083626748046,0.0012702468707837,0.7792731032092168,0.7822284262570013
eat,MLP,CE,240,0.2168236845832819,0.0013613687126354,0.7325240260310879,0.7334562528459351
eat,AASIST,CE,2,0.2008815177207724,0.0012419377180285,0.7879917513931842,0.8049361888481645
eat,AASIST,CE,42,0.2902519863428223,0.001518054098102,0.6825710580210107,0.6853783009736519
eat,AASIST,CE,240,0.1847772858200798,0.0012453784258398,0.8007734175835717,0.8039060536615832
eat,Nes2Net,CE,2,0.2346990128755931,0.0013435945515665,0.7613082206858189,0.7682593950070791
eat,Nes2Net,CE,42,0.1945688476208524,0.001191976411788,0.7977835694016279,0.8017313238232447
eat,Nes2Net,CE,240,0.1708628082544464,0.0011060866852531,0.8189428341628022,0.8307642159899873
eat,TCM,CE,2,0.2440251974182768,0.0014100811735324,0.4182342953673679,0.4690100998036771
eat,TCM,CE,42,0.1914036770681357,0.001279213589281,0.5813476607390062,0.5920390953721052
eat,TCM,CE,240,0.260402603991963,0.0013411847370655,0.7200977185227144,0.7231872482202797
wavlm,MLP,CE,2,0.2388395996459676,0.0015615292219173,0.7592366824089313,0.7659901116975085
wavlm,MLP,CE,42,0.3112176859394581,0.0015626943728561,0.6871135739176766,0.6947789066135177
wavlm,MLP,CE,240,0.2420369653587655,0.0014607712811629,0.7491062643847415,0.7703047358847841
wavlm,AASIST,CE,2,0.282448656601561,0.0017781666109574,0.7517086803029003,0.7638402643515996
wavlm,AASIST,CE,42,0.2500740125356555,0.0013957004403115,0.7387103019475807,0.7645046268994673
wavlm,AASIST,CE,240,0.2244150831207655,0.0014122547387302,0.7603542277615424,0.7859334293797541
wavlm,Nes2Net,CE,2,0.3055469822903776,0.0016822244443608,0.5197033326212113,0.5262373441422881
wavlm,Nes2Net,CE,42,0.3301307631564205,0.0017919555080589,0.415187148129519,0.4416468228789541
wavlm,Nes2Net,CE,240,0.3555061089700869,0.0017523893578278,0.3889057555742636,0.4332887936718845
wavlm,TCM,CE,2,0.2124493803772786,0.0015142615465187,0.7801834330484619,0.7859632883706695
wavlm,TCM,CE,42,0.2202101060302289,0.0012965203963232,0.3945971582759957,0.4535705132511713
wavlm,TCM,CE,240,0.256015833244561,0.0015660850124085,0.7677360501116999,0.7862693430275524