Audio Deepfake Detection on DF Arena Aggregate of 14 sets
5.78Average EERDF-Arena 500M
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DF-Arena 500MParams=500M, Training Protocol=Protocol 2 (DF Arena Model)2026.03 | 5.78 | 10.88 | |
| W2V2-AASISTParams=317M, Training Protocol=Protocol 2 (DF Arena Model)2026.03 | 6.99 | 12.46 | |
| W2V2-TCMParams=319M, Training Protocol=Protocol 2 (DF Arena Model)2026.03 | 7.54 | 12.88 | |
| mHuBERT-Iter2Params=100M, Training Protocol=Protocol 2 (DF Arena Model)2026.03 | 7.83 | 11.72 | |
| DF-Arena 100M-V1Params=100M, Training Protocol=Protocol 2 (DF Arena Model)2026.03 | 8.39 | 13.92 | |
| mHuBERT-FinalParams=100M, Training Protocol=Protocol 2 (DF Arena Model)2026.03 | 9.03 | 11.11 | |
| mHuBERT-Iter1Params=100M, Training Protocol=Protocol 2 (DF Arena Model)2026.03 | 9.06 | 14.35 | |
| WavLM-Base+Params=100M, Training Protocol=Protocol 2 (DF Arena Model)2026.03 | 9.3 | 13.97 | |
| MoLEXParams=376M, Training Protocol=Protocol 2 (DF Arena Model)2026.03 | 9.51 | 12.4 | |
| HuBERT-BaseParams=100M, Training Protocol=Protocol 2 (DF Arena Model)2026.03 | 10.36 | 14.9 | |
| WavLM-BaseParams=100M, Training Protocol=Protocol 2 (DF Arena Model)2026.03 | 10.47 | 13.46 | |
| ResembleAI-2BParams=2000M, Training Protocol=Protocol 2 (DF Arena Model)2026.03 | 10.83 | 12.74 |