Forensics of manipulated segments in untrimmed videos on TASLE In-domain Unseen AIGC Type (test)
67F1 DetectionMSLoc
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MSLocModel Type=Localization2026.06 | 67 | 62.8 | 4.04 | |
| TraceModel Type=Localization, Proposal Generator=MSLoc-PG, Training=TASLE dataset2026.06 | 63.5 | 62.1 | 3.74 | |
| MSLoc-PGModel Type=Detection, Strategy=Sliding window2026.06 | 62.7 | 50 | — | |
| TraceModel Type=Localization, Proposal Generator=DeMamba, Training=TASLE dataset2026.06 | 56.3 | 56.5 | 3.67 | |
| DeMambaModel Type=Detection, Strategy=Sliding window, Training=TASLE dataset2026.06 | 52.5 | 38.7 | — | |
| BusterX++Model Type=Detection, Strategy=Sliding window, Training=TASLE dataset2026.06 | 39 | 34.1 | — | |
| TraceModel Type=Localization, Training=TASLE dataset2026.06 | 38.7 | 38 | 3.47 | |
| D3Model Type=Detection, Strategy=Sliding window2026.06 | 38.5 | 30.4 | — | |
| Qwen3-VL-8BModel Type=Detection, Strategy=Sliding window, Training=TASLE dataset2026.06 | 29.9 | 19.9 | — | |
| Qwen3-VL-8BModel Type=Detection, Strategy=Sliding window2026.06 | 8.4 | 7.2 | — | |
| BusterX++Model Type=Detection, Strategy=Sliding window2026.06 | 3.6 | 1.5 | — |