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Download ASV5/ASV5_replaydf_all_eval.csv from DeepFense/deepfense-results: direct link, hf CLI and curl.
- Browser
- Download file 4.67 kB
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https://huggingface.co/spaces/DeepFense/deepfense-results/resolve/main/ASV5/ASV5_replaydf_all_eval.csv
- Command line
-
hf download hf://spaces/DeepFense/deepfense-results/ASV5/ASV5_replaydf_all_eval.csv
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curl -L -o ASV5_replaydf_all_eval.csv https://huggingface.co/spaces/DeepFense/deepfense-results/resolve/main/ASV5/ASV5_replaydf_all_eval.csv
4.67 kB
| FrontEnd,BackEnd,Loss,Seed,EER,EER_CI,F1,Accuracy | |
| EAT,AASIST,CE,2,0.3615151515151515,0.004110066170549931,0.3643448770422613,0.5142992424242424 | |
| EAT,AASIST,CE,42,0.3271590909090909,0.003949092013599637,0.3633417885959503,0.5138257575757575 | |
| EAT,AASIST,CE,240,0.3236363636363636,0.004035268727225982,0.37380603428242504,0.5187878787878788 | |
| EAT,MLP,CE,2,0.32140151515151516,0.004223472102244663,0.3933648018706231,0.5282575757575757 | |
| EAT,MLP,CE,42,0.34852272727272726,0.00424267720682972,0.3964766954702478,0.5295265151515152 | |
| EAT,MLP,CE,240,0.3304166666666667,0.0038737584339606224,0.4243403652518542,0.5428030303030303 | |
| EAT,Nes2Net,CE,2,0.3672348484848485,0.0041297332572640955,0.3907661095889994,0.5269886363636364 | |
| EAT,Nes2Net,CE,42,0.31462121212121213,0.004110084997864194,0.39787740379621006,0.5305113636363636 | |
| EAT,Nes2Net,CE,240,0.39268939393939395,0.004053744647468993,0.3674755160453487,0.5157386363636364 | |
| EAT,TCM,CE,2,0.32931818181818184,0.004233438880930279,0.3965293257208423,0.5296212121212122 | |
| EAT,TCM,CE,42,0.33223484848484847,0.004129738160747631,0.37246170128798484,0.5181439393939394 | |
| EAT,TCM,CE,240,0.34643939393939394,0.0038454293649191063,0.3950123443547076,0.5284280303030303 | |
| Hubert,AASIST,CE,2,0.44564393939393937,0.0041581539779895205,0.4849606561001689,0.5480871212121212 | |
| Hubert,AASIST,CE,42,0.4565530303030303,0.0041676501268426425,0.5383727921677546,0.5632007575757576 | |
| Hubert,AASIST,CE,240,0.4196969696969697,0.004072437542441493,0.5847272435309878,0.5864583333333333 | |
| Hubert,MLP,CE,2,0.4320833333333333,0.004205743689126851,0.4998152472478505,0.5554924242424243 | |
| Hubert,MLP,CE,42,0.46268939393939396,0.0041581532607953275,0.4650854012771838,0.5482575757575757 | |
| Hubert,MLP,CE,240,0.4140151515151515,0.0041955467863120655,0.5794256391257759,0.597405303030303 | |
| Hubert,Nes2Net,CE,2,0.4518560606060606,0.004233899555589643,0.4590530266147529,0.5462121212121213 | |
| Hubert,Nes2Net,CE,42,0.4440909090909091,0.004319589826505987,0.509007506692243,0.5621212121212121 | |
| Hubert,Nes2Net,CE,240,0.40060606060606063,0.00427131470407624,0.5118116703921345,0.5749810606060606 | |
| Hubert,TCM,CE,2,0.4096590909090909,0.004337585073262373,0.4477421454091107,0.5497916666666667 | |
| Hubert,TCM,CE,42,0.41625,0.004167152267282814,0.5406062038325244,0.5822916666666667 | |
| Hubert,TCM,CE,240,0.3597348484848485,0.004072185532285888,0.5053888727442852,0.5697537878787878 | |
| Wav2Vec2,AASIST,CE,2,0.35920454545454544,0.0040160957138342945,0.40278001280023606,0.5312310606060606 | |
| Wav2Vec2,AASIST,CE,42,0.3818560606060606,0.003939619486697105,0.4142136643667875,0.535435606060606 | |
| Wav2Vec2,AASIST,CE,240,0.33674242424242423,0.004168088274294102,0.43024301674196025,0.5389772727272727 | |
| Wav2Vec2,MLP,CE,2,0.4221212121212121,0.004186287097600133,0.3770133280514278,0.5187878787878788 | |
| Wav2Vec2,MLP,CE,42,0.40969696969696967,0.004055161212015518,0.4124116653261215,0.5309280303030303 | |
| Wav2Vec2,MLP,CE,240,0.395,0.0043376053219524036,0.39751265179613965,0.5265151515151515 | |
| Wav2Vec2,Nes2Net,CE,2,0.37549242424242424,0.004308954876821758,0.3852277528595476,0.521875 | |
| Wav2Vec2,Nes2Net,CE,42,0.3499621212121212,0.003997391490072444,0.3947207723290141,0.5282007575757576 | |
| Wav2Vec2,Nes2Net,CE,240,0.32420454545454547,0.003968272559491864,0.5541136413067286,0.5973674242424243 | |
| Wav2Vec2,TCM,CE,2,0.35674242424242425,0.004310390486219617,0.5067380846351676,0.5715151515151515 | |
| Wav2Vec2,TCM,CE,42,0.39140151515151517,0.004015141101192388,0.3637441854566548,0.5134659090909091 | |
| Wav2Vec2,TCM,CE,240,0.37666666666666665,0.004167843569862217,0.4196612780722141,0.5379924242424242 | |
| WavLM,AASIST,CE,2,0.37174242424242426,0.00430940658944598,0.49053764689122725,0.562405303030303 | |
| WavLM,AASIST,CE,42,0.3635606060606061,0.004025569533576495,0.47852304913343646,0.5574242424242424 | |
| WavLM,AASIST,CE,240,0.4285227272727273,0.004252107709333042,0.556817846590901,0.5726893939393939 | |
| WavLM,MLP,CE,2,0.40321969696969695,0.004214004339140792,0.5627921126258013,0.5989015151515151 | |
| WavLM,MLP,CE,42,0.4216666666666667,0.004148682943662746,0.5022419343664538,0.5589015151515152 | |
| WavLM,MLP,CE,240,0.3864772727272727,0.004612167912887488,0.46651686981624463,0.549905303030303 | |
| WavLM,Nes2Net,CE,2,0.3734090909090909,0.004234104666634486,0.4290691059729131,0.5327272727272727 | |
| WavLM,Nes2Net,CE,42,0.4099621212121212,0.004337827766593222,0.45401562950124075,0.5460416666666666 | |
| WavLM,Nes2Net,CE,240,0.4197727272727273,0.004280522002851117,0.4922026285559168,0.5574810606060606 | |
| WavLM,TCM,CE,2,0.3493181818181818,0.004016095855775198,0.38715422889709883,0.5195265151515152 | |
| WavLM,TCM,CE,42,0.35178030303030305,0.004195538030674267,0.4522261963532463,0.5448863636363637 | |
| WavLM,TCM,CE,240,0.40268939393939396,0.004148434026521902,0.558717403623696,0.5778598484848485 | |