Temporal Forgery Localization on LAV-DF (in-dataset setting)
99.76AP@0.5WAFL
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| WAFL2026.03 | 99.76 | 99.31 | 99.31 | 99.74 | 99.74 | 99.74 | 99.74 | 99.73 | |
| UMMAFormer2026.03 | 98.83 | 95.53 | 37.73 | 92.49 | 92.49 | 92.43 | 92.11 | 87.14 | |
| AuViRe2026.03 | 98.16 | 94.74 | 45.83 | 94.42 | 94.04 | 93.5 | 92.79 | 87.73 | |
| BA-TFD+2026.03 | 96.3 | 84.96 | 4.44 | 81.62 | 80.48 | 79.4 | 78.75 | 75.85 | |
| DiMoDif2026.03 | 95.5 | 87.91 | 20.61 | 94.17 | 93.71 | 92.73 | 91.35 | 83.12 | |
| BA-TFD2026.03 | 79.15 | 38.57 | 0.24 | 66.9 | 64.08 | 60.77 | 58.42 | 53.33 | |
| MDP2026.03 | 53.36 | 37.12 | 0.02 | 40.92 | 40.92 | 40.53 | 38.45 | 25.69 |