Deepfake Detection on KoDF 61 (test)
95.7APRealForensics
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RealForensicsModality=V, Supervision Type=Supervised (transfer), Training Dataset=FakeAVCeleb2023.01 | 95.7 | 93.6 | |
| LipForensicsModality=V, Supervision Type=Supervised (transfer), Training Dataset=FakeAVCeleb2023.01 | 89.5 | 86.6 | |
| Audio-Visual Anomaly DetectionModality=AV, Supervision Type=Unsupervised, Training Dataset=LRS22023.01 | 87.6 | 86.9 | |
| AD DFDModality=AV, Supervision Type=Supervised (transfer), Training Dataset=FakeAVCeleb2023.01 | 79.6 | 82.1 | |
| XceptionModality=V, Supervision Type=Supervised (transfer), Training Dataset=FakeAVCeleb2023.01 | 76.9 | 77.7 | |
| AVBYOLModality=AV, Supervision Type=Unsupervised2023.01 | 74.9 | 78.9 | |
| FTCNModality=V, Supervision Type=Supervised (transfer), Training Dataset=FakeAVCeleb2023.01 | 66.8 | 68.1 | |
| VQ-GANModality=V, Supervision Type=Unsupervised2023.01 | 46.8 | 45.5 |