Audio Deepfake Detection on ADD 2023 R2 (EER)
12.3EERDF-Arena 500M
Evaluation Results
| Method | Links | |
|---|---|---|
| DF-Arena 500MTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 12.3 | |
| mHuBERT-Iter1Training Protocol=Protocol 2 (multi-dataset)2026.03 | 16.1 | |
| W2V2-TCMTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 16.89 | |
| DF-Arena 100M-V1Training Protocol=Protocol 2 (multi-dataset)2026.03 | 17.04 | |
| W2V2-AASISTTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 17.44 | |
| mHuBERT-Iter2Training Protocol=Protocol 2 (multi-dataset)2026.03 | 18.7 | |
| MoLEXTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 19.02 | |
| WavLM-Base+Training Protocol=Protocol 2 (multi-dataset)2026.03 | 19.59 | |
| XLSR+MambaParams (M)=3192026.02 | 20.15 | |
| mHuBERT-FinalTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 20.52 | |
| HuBERT-BaseTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 20.75 | |
| XLSR+SLSParams (M)=3402026.02 | 21.09 | |
| HyperPotterParams (M)=317.872026.02 | 21.84 | |
| Wav2Vec2+AASISTParams (M)=317.842026.02 | 21.92 | |
| Wav2Vec2+AASIST(Baseline)Params (M)=317.842026.02 | 22.21 | |
| WavLM-BaseTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 22.38 | |
| XLSR+Conformer+TCMParams (M)=3192026.02 | 22.74 | |
| ResembleAI-2BTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 28.27 | |
| XLSR+BiCrossMambaParams (M)=318.212026.02 | 29.93 |