| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| QVHighlights (test) | FlashVTG | HIT@171.01 | 151 | 4d ago | |
| YouTube Highlights (test) | CG-DETR | mAP (Dog)76.3 | 42 | 3d ago | |
| QVHighlights (val) | FlashVTG | HIT@172.9 | 35 | 4d ago | |
| TVSum | QD-DETR | VT88.2 | 34 | 3d ago | |
| TVSum v1.0 (test) | LLM-EPET | VT90.8 | 24 | 3d ago | |
| YouTube Highlights (YouTubeHL) (full) | DiffusionVMR | mAP (Dog)74.1 | 24 | 3d ago | |
| TVSum (test) | UniVTG | VT (Top-5 mAP)92 | 17 | 3d ago | |
| TV-Sum 41 (test) | LLMEPET | VT90.8 | 13 | 3d ago | |
| YouTube-HL | FlashVTG | mAP (Dog)76.5 | 13 | 3d ago | |
| QVHighlights v1 (test) | CG-DETR | mAP40.33 | 11 | 3d ago | |
| TVSum random 0.2 (test) | UMT | VT Score87.5 | 9 | 3d ago | |
| Highlight Detection (test) | UniVTG | mAP40.5 | 4 | 3d ago |
