Manipulation detection on FakeAVCeleb RVFA
93.3APAVFF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AVFFModality=AV2024.06 | 93.3 | 92.4 | |
| AD DFDModality=Audio-Visual, Pretrained dataset=Kinetics, Supervision Protocol=Supervised2023.01 | 74.9 | 73.3 | |
| AV-DFDModality=AV2024.06 | 74.9 | 73.3 | |
| Audio-Visual Anomaly Detection (Ours)Modality=Audio-Visual, Pretrained dataset=LRS3, Supervision Protocol=Unsupervised2023.01 | 70.7 | 80.5 | |
| AVADModality=AV, Training Set=LRS32024.06 | 70.7 | 80.5 | |
| Audio-Visual Anomaly Detection (Ours)Modality=Audio-Visual, Pretrained dataset=LRS2, Supervision Protocol=Unsupervised2023.01 | 62.4 | 71.6 | |
| AVADModality=AV, Training Set=LRS22024.06 | 62.4 | 71.6 | |
| AVBYOLModality=Audio-Visual, Pretrained dataset=LRW, Supervision Protocol=Unsupervised2023.01 | 50 | 50 |