Video Manipulation Forensics on TASLE In-domain Seen AIGC Type (test)
70.1F1 DetectionMSLoc
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MSLocModel Type=Localization2026.06 | 70.1 | 72.2 | 4.05 | |
| TraceModel Type=Localization, Proposal Generator=MSLoc-PG, Training=TASLE dataset2026.06 | 69 | 70.9 | 3.91 | |
| MSLoc-PGModel Type=Detection, Strategy=Sliding window2026.06 | 67.5 | 64.8 | — | |
| TraceModel Type=Localization, Proposal Generator=DeMamba, Training=TASLE dataset2026.06 | 55.7 | 59.1 | 3.45 | |
| DeMambaModel Type=Detection, Strategy=Sliding window, Training=TASLE dataset2026.06 | 54.9 | 54 | — | |
| TraceModel Type=Localization, Training=TASLE dataset2026.06 | 42 | 41.4 | 3.32 | |
| D3Model Type=Detection, Strategy=Sliding window2026.06 | 34.6 | 31.1 | — | |
| BusterX++Model Type=Detection, Strategy=Sliding window, Training=TASLE dataset2026.06 | 33.6 | 36.4 | — | |
| Qwen3-VL-8BModel Type=Detection, Strategy=Sliding window, Training=TASLE dataset2026.06 | 27.6 | 21.8 | — | |
| BusterX++Model Type=Detection, Strategy=Sliding window2026.06 | 8.3 | 7.8 | — | |
| Qwen3-VL-8BModel Type=Detection, Strategy=Sliding window2026.06 | 8.1 | 8.1 | — |