| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Charades-STA (test) | FlashVTG | R@0.570.32 | 172 | 3d ago | |
| QVHighlights (test) | Tempo-R0 | R@1 (IoU=0.5)78.52 | 170 | 3d ago | |
| QVHighlights (val) | LLaVA-MR | R@1 (IoU=0.5)78.13 | 53 | 3d ago | |
| TACOS (test) | OSGNet | Recall@1 (IoU=0.5)55.77 | 23 | 3d ago | |
| QVHighlights v1 (test) | LLaVA-MR | R1@0.576.59 | 19 | 3d ago | |
| TACoS | Object-Centric Framework | mIoU43.1 | 14 | 3d ago | |
| ActivityNet MR (val_2) | UnLoc-B | R@5 (IoU=0.5)81.5 | 11 | 3d ago | |
| ActivityNet Caption | TA-Prompting | R@0.534.9 | 9 | 3d ago | |
| Charades-STA (test) | UniMD+Sync. | R@1@5063.98 | 9 | 3d ago | |
| Charades-STA | LLM-EPET | R@0.370.91 | 8 | 3d ago | |
| Ego4D NLQ (test) | VIDEOLIGHTS | R@0.37.56 | 5 | 3d ago | |
| Charades-STA-Mom (test) | MomentDiff | R@1 (IoU=0.3)48.39 | 4 | 3d ago | |
| Charades-STA-Len (test) | MomentDiff | R1@0.351.25 | 4 | 3d ago |
