Temporal Localization on AV-Deepfake1M++
98.23AUC (Segment)multi-branch framework (Ours)
Evaluation results
| Method | Links | |
|---|---|---|
| multi-branch framework (Ours)2026.05 | 98.23 | |
| UMMAFormerInput Modalities=Visual+Audio2026.05 | 91.02 | |
| BA-TFD+Input Modalities=Visual+Audio2026.05 | 82.19 | |
| BA-TFDInput Modalities=Visual+Audio2026.05 | 81.15 | |
| MM-DetInput Modalities=Text+Visual2026.05 | 80.83 |