Audio-Visual Deepfake Detection on FakeAVCeleb zero-shot
5.8EER (zero-shot)W2V-XLSR-300M
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| W2V-XLSR-300Msetting=zero-shot2026.04 | 5.8 | 92.4 | 99.6 | 86.3 | |
| Alethia-Basesetting=zero-shot2026.04 | 6.3 | 92.1 | 99.6 | 85.7 | |
| WavLM-Largesetting=zero-shot2026.04 | 7 | 92.8 | 95.6 | 90.5 | |
| HuBERT-Largesetting=zero-shot2026.04 | 8.1 | 93.3 | 97.9 | 89.5 |