Audio Deepfake Detection on ADD 2023 R1 (EER)
7.47EERDF-Arena 500M
Evaluation Results
| Method | Links | |
|---|---|---|
| DF-Arena 500MTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 7.47 | |
| DF-Arena 100M-V1Training Protocol=Protocol 2 (multi-dataset)2026.03 | 8.9 | |
| MoLEXTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 11.11 | |
| mHuBERT-Iter1Training Protocol=Protocol 2 (multi-dataset)2026.03 | 11.47 | |
| W2V2-TCMTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 11.61 | |
| W2V2-AASISTTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 12.43 | |
| WavLM-Base+Training Protocol=Protocol 2 (multi-dataset)2026.03 | 13.95 | |
| mHuBERT-Iter2Training Protocol=Protocol 2 (multi-dataset)2026.03 | 14.43 | |
| HuBERT-BaseTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 14.63 | |
| mHuBERT-FinalTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 14.89 | |
| WavLM-BaseTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 16.68 | |
| XLSR+SLSParams (M)=3402026.02 | 19.37 | |
| ResembleAI-2BTraining Protocol=Protocol 2 (multi-dataset)2026.03 | 21.07 | |
| HyperPotterParams (M)=317.872026.02 | 21.49 | |
| XLSR+MambaParams (M)=3192026.02 | 21.84 | |
| XLSR+Conformer+TCMParams (M)=3192026.02 | 23.43 | |
| Wav2Vec2+AASIST(Baseline)Params (M)=317.842026.02 | 25.55 | |
| Wav2Vec2+AASISTParams (M)=317.842026.02 | 27.74 | |
| XLSR+BiCrossMambaParams (M)=318.212026.02 | 29.44 |