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ResearchFormerly WizWand

Audio Deepfake Detection on ADD 2023 R1 (EER)

7.47EERDF-Arena 500M
6.591212.523118.45524.3869Feb 5, 2026Feb 9, 2026Feb 14, 2026Feb 19, 2026Feb 24, 2026Mar 1, 2026Mar 6, 2026
Updated 8mo ago

Evaluation results

MethodLinks
DF-Arena 500MTraining Protocol=Protocol 2 (multi-dataset)2026.037.47
DF-Arena 100M-V1Training Protocol=Protocol 2 (multi-dataset)2026.038.9
MoLEXTraining Protocol=Protocol 2 (multi-dataset)2026.0311.11
mHuBERT-Iter1Training Protocol=Protocol 2 (multi-dataset)2026.0311.47
W2V2-TCMTraining Protocol=Protocol 2 (multi-dataset)2026.0311.61
W2V2-AASISTTraining Protocol=Protocol 2 (multi-dataset)2026.0312.43
WavLM-Base+Training Protocol=Protocol 2 (multi-dataset)2026.0313.95
mHuBERT-Iter2Training Protocol=Protocol 2 (multi-dataset)2026.0314.43
HuBERT-BaseTraining Protocol=Protocol 2 (multi-dataset)2026.0314.63
mHuBERT-FinalTraining Protocol=Protocol 2 (multi-dataset)2026.0314.89
WavLM-BaseTraining Protocol=Protocol 2 (multi-dataset)2026.0316.68
XLSR+SLSParams (M)=3402026.0219.37
ResembleAI-2BTraining Protocol=Protocol 2 (multi-dataset)2026.0321.07
HyperPotterParams (M)=317.872026.0221.49
XLSR+MambaParams (M)=3192026.0221.84
XLSR+Conformer+TCMParams (M)=3192026.0223.43
Wav2Vec2+AASIST(Baseline)Params (M)=317.842026.0225.55
Wav2Vec2+AASISTParams (M)=317.842026.0227.74
XLSR+BiCrossMambaParams (M)=318.212026.0229.44