| ActivityNet Grounding | Qwen3-VL-4B | R@0.354.6 | | 58 | 1mo ago |
| ActivityNet-Captions | UniTime-7B | Recall @ IoU=0.553.67 | | 34 | 8d ago |
| QVHighlights (val) | FlashVTG | mAP (Avg)52.84 | | 25 | 1mo ago |
| ActivityNet TimeLens | Gemini-2.5-Pro | R@0.372.3 | | 24 | 11d ago |
| Charades-TimeLens | TimeLens-8B | R1@0.376.6 | | 24 | 11d ago |
| Charades-STA g43_s7 (test) | Qwen2-VL-7B + T2SGrid-FT | R@0.560.6 | | 18 | 1mo ago |
| QVHighlights | SlotVTG | R1@0.582.9 | | 16 | 22d ago |
| ActivityNet g43_s12 (test) | Qwen2-VL-7B + T2SGrid-FT | Recall@0.548.4 | | 16 | 1mo ago |
| Charades-STA | UniTime-7B | R@1 (IoU=0.5)75.27 | | 14 | 8d ago |
| QVHighlights TimeLens | Gemini-2.5-Pro | R1@0.384.1 | | 13 | 1mo ago |
| TACoS | UniTime-7B | Recall@1 (IoU=0.3)66.91 | | 12 | 8d ago |
| Ego4D NLQ v1 (val) | HieraMamba | R@1 (IoU=0.3)18.81 | | 12 | 18d ago |
| Charades-STA original (test) | VideoChat2-7B | mIoU60.8 | | 11 | 1mo ago |
| Charades-TimeLens refined (test) | Gemini-1.5-Pro | R@1 (IoU=0.3)0.741 | | 11 | 1mo ago |
| ActivityNet Captions (val) | Three-stream DRFT | Recall@0.545.72 | | 10 | 1mo ago |
| Ego4D NLQ (test) | UniversalVTG | Recall@5 (IoU=0.3)53.47 | | 8 | 8d ago |
| Ego4D NLQ 1.0 (test) | UniVTG | Recall@0.37.3 | | 8 | 1mo ago |
| ActivityNet-Captions (original) | Time-R1-7B | Recall@0.539 | | 7 | 1mo ago |
| ActivityNet TimeLens (refined) | Gemini-2.5-Flash | R@0.366.8 | | 7 | 1mo ago |
| Charades-STA | VideoRoPE | Score52.9 | | 7 | 11d ago |
| TACOS | UniVTG | R@0.351.4 | | 7 | 1mo ago |
| Charades-STA (test) | UniversalVTG | Avg R@165.15 | | 6 | 8d ago |
| Charades-STA (test) | UniversalVTG | R@5 (IoU=0.5)93.66 | | 5 | 8d ago |
| TACoS (test) | UniversalVTG | R@5 (IoU=0.3)85.88 | | 5 | 8d ago |
| QVHighlights original (test) | TimeLens-7B | R@0.378.4 | | 5 | 1mo ago |
