deepfense-results / PartialSpoof /add23_test_R1.csv
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FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy
wav2vec2,MLP,CE,2,0.3561741900175131,0.0037344523533175,0.2252826766196566,0.2875437593770094
wav2vec2,MLP,CE,42,0.1786013510132599,0.0024155397527712,0.2363390478958288,0.2946345645495463
wav2vec2,MLP,CE,240,0.26541515668001,0.0028179885142727,0.2492767065193008,0.3029756376366364
wav2vec2,AASIST,CE,2,0.1955858440705529,0.0023234162908516,0.2242810590253915,0.2869096949346288
wav2vec2,AASIST,CE,42,0.2216925115711784,0.0023977133674022,0.2228626466635265,0.2860166464242337
wav2vec2,AASIST,CE,240,0.2893397532524393,0.002801319126069,0.2374208973884822,0.295063227834536
wav2vec2,Nes2Net,CE,2,0.3066306135851889,0.00281678207683,0.2514978920547778,0.3045563335000357
wav2vec2,Nes2Net,CE,42,0.2280761539904928,0.0026522942642313,0.2302954000950467,0.2907855254697435
wav2vec2,Nes2Net,CE,240,0.2807115164498374,0.0027676098847898,0.2378152764114325,0.2953043509323426
wav2vec2,TCM,CE,2,0.2696948883537653,0.0034029982284254,0.2327493519874537,0.2922769164821033
wav2vec2,TCM,CE,42,0.3093253721541156,0.0031375685805849,0.2229413906217261,0.2860612988497535
wav2vec2,TCM,CE,240,0.2802738522641981,0.0032955294011297,0.3507529598348503,0.3754375937700936
hubert,MLP,CE,2,0.3951106658118589,0.0030941573382972,0.2222278931919658,0.2856237050796599
hubert,MLP,CE,42,0.4162842303602702,0.0028711955017984,0.2226910892766413,0.2859184110880903
hubert,MLP,CE,240,0.5307802899049288,0.0028884533685119,0.2227051205796536,0.2859273415731942
hubert,AASIST,CE,2,0.3363761414811108,0.0032484355257553,0.2249021044471405,0.2873115667643066
hubert,AASIST,CE,42,0.4244685529772329,0.0029075274591742,0.2689510360911555,0.3129599199828535
hubert,AASIST,CE,240,0.3070682777708281,0.0030529706250995,0.2223434374395695,0.2856862184753876
hubert,Nes2Net,CE,2,0.2864011508631473,0.0027838766904918,0.2225064642288141,0.285784453811531
hubert,Nes2Net,CE,42,0.2972302085939454,0.0028983325266686,0.2221998105222211,0.285605844109452
hubert,Nes2Net,CE,240,0.3192947382411809,0.0028037483733601,0.2226640333611984,0.2858737586625705
hubert,TCM,CE,2,0.4314211564923693,0.0031955078731285,0.2222678376252128,0.2856326355647638
hubert,TCM,CE,42,0.37499375,0.0030112579914975,0.2223542508039077,0.2857040794455955
hubert,TCM,CE,240,0.4187507818363772,0.0030900584894321,0.2224244392963104,0.2857487318711152
eat,MLP,CE,2,0.2324871825744308,0.0026495007082704,0.2567339228380721,0.308128527541616
eat,MLP,CE,42,0.2182881082687015,0.0024511756915108,0.2497650797981752,0.3034936057726656
eat,MLP,CE,240,0.2323902723917938,0.0025938277777084,0.2695631320119069,0.3167910980924484
eat,AASIST,CE,2,0.3223646375406555,0.0028851478988497,0.2454292150299985,0.3006358505394013
eat,AASIST,CE,42,0.3820651504253189,0.0031541439799706,0.2225226909721699,0.2858112452668429
eat,AASIST,CE,240,0.3557990492869652,0.0031514078581609,0.2300594862012268,0.2906337072229764
eat,Nes2Net,CE,2,0.2510347620090067,0.0026841735558698,0.2304757494462572,0.2909016217760948
eat,Nes2Net,CE,42,0.2763973980485363,0.0028310114556137,0.2532077223692919,0.305779809959277
eat,Nes2Net,CE,240,0.3339721134600951,0.002863040470833,0.2638285052103001,0.3129063370722297
eat,TCM,CE,2,0.2465612099699775,0.0026908329241673,0.2228033315656592,0.2859898549689219
eat,TCM,CE,42,0.2859978734050538,0.0029123692812316,0.2235410452993254,0.2864542401943273
eat,TCM,CE,240,0.3021351748186139,0.0028265590934037,0.2227331823140017,0.2859452025434021
wavlm,MLP,CE,2,0.5576997623217412,0.0031991326149325,0.4375923952703894,0.4737443737943845
wavlm,MLP,CE,42,0.5688008006004504,0.003120169671001,0.4463698760289615,0.5095824105165393
wavlm,MLP,CE,240,0.5407777927195396,0.0033124400102299,0.3947564463150519,0.3976834321640352
wavlm,AASIST,CE,2,0.3413217444333249,0.0032242472215715,0.2222278931919658,0.2856237050796599
wavlm,AASIST,CE,42,0.5399024643482613,0.0030736051728683,0.452581368878908,0.5290240765878402
wavlm,AASIST,CE,240,0.4956171081436077,0.0028408734728463,0.2299854611034594,0.2904729584911052
wavlm,Nes2Net,CE,2,0.5377766668751564,0.0028890294508139,0.4812439507785271,0.5724262341930414
wavlm,Nes2Net,CE,42,0.5583812703277458,0.0034074593453104,0.4556460640206011,0.5040365792669858
wavlm,Nes2Net,CE,240,0.5639802445584188,0.0034684774000796,0.4209207133655527,0.444943559334143
wavlm,TCM,CE,2,0.5704201604328246,0.0033553898859823,0.4060767224861406,0.4234746731442452
wavlm,TCM,CE,42,0.5700231329747311,0.0031346124439401,0.2259710588302396,0.2857130099306994
wavlm,TCM,CE,240,0.5590815283337502,0.0031873321661047,0.4043076029096885,0.4073908694720297