Temporal Deepfake Localization on LAV-DF
99.33AP@0.5IaMSB
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| IaMSB2026.05 | 99.33 | 95.62 | 55.92 | 94.68 | 95.41 | 95.5 | 95.52 | |
| UMMAFormer2026.05 | 98.83 | 95.54 | 37.61 | 92.1 | 92.42 | 92.47 | 92.48 | |
| MMMS-BA2026.05 | 97.56 | 95.25 | 39.02 | 89.42 | 95.93 | 93.45 | 94.05 | |
| BA-TFD+2026.05 | 96.3 | 84.96 | 4.44 | 78.75 | 79.4 | 80.48 | 81.62 | |
| DiMoDif2026.05 | 95.5 | 87.9 | 20.6 | 91.4 | 92.7 | 93.7 | 94.2 | |
| AVTFD2026.05 | 94.89 | 74.87 | 1.94 | 71.24 | 72.17 | 74.24 | 76.12 | |
| RegQAV2026.05 | 94.1 | 88.1 | 27.6 | 91.7 | 91.8 | 93.2 | 94.6 | |
| BA-TFD2026.05 | 93.1 | 71.22 | 1.32 | 69.8 | 71.01 | 73.55 | 75.4 | |
| ActionFormer2026.05 | 85.23 | 59.05 | 0.93 | 76.93 | 77.19 | 77.23 | 77.23 | |
| MDS2026.05 | 12.78 | 1.62 | 0 | 32.15 | 36.71 | 34.39 | 37.88 |