| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Charades-STA | UniTime | R@1 IoU=0.575.3 | 113 | 3d ago | |
| QVHighlights (test) | VideoMind | mAP (IoU=0.5)74.11 | 64 | 3d ago | |
| TACOS | DeCaf-Grounder | Recall@1 (IoU=0.5)46.79 | 45 | 3d ago | |
| ActivityNet Captions | MSTG | R@1 (IoU=0.5)54.83 | 43 | 3d ago | |
| MAD (test) | ReVisionLLM-I | Recall@1 (IoU=0.1)17.3 | 35 | 3d ago | |
| ActivityNet Captions 1.3 (test val) | ETC | R@1 (IoU=0.5)37.01 | 21 | 3d ago | |
| Ego4D-NLQ v1 (test) | RGNet | Recall@1 (IoU=0.3)20.63 | 21 | 3d ago | |
| E.T. Bench-Grounding (test) | E.M.Ground | TVG F152 | 19 | 3d ago | |
| TACOS | IVG-DCL | IoU@0.529.07 | 19 | 3d ago | |
| MAD 1.0 (test) | RGNet | R@1 (IoU=0.1)12.43 | 17 | 3d ago | |
| ActivityNet Captions (test) | Mr.BLIP | R@1 (IoU=0.5)53.9 | 15 | 3d ago | |
| ActivityNet Caption | 2D-TAN | IoU@0.544.51 | 14 | 3d ago | |
| E.T. Bench-Grounding (full subset) | Tarsier2-7B | Mean F135.5 | 11 | 3d ago | |
| TACoS (test) | DRN | Recall@1 (IoU=0.5)23.17 | 8 | 3d ago | |
| ActivityNet Captions (val 1) | DRN | R@1 (IoU=0.5)42.49 | 5 | 3d ago | |
| DiDeMo (test) | VLG-Net | R@1 (IoU=1.0)25.57 | 4 | 3d ago | |
| ReVOS | GeM-VG | mIoU60.52 | 4 | 3d ago | |
| ReasonVOS | GeM-VG | mIoU0.6441 | 4 | 3d ago | |
| Ego4D (val) | VSL-Net | mR@111.9 | 4 | 3d ago | |
| ActivityNet-Captions (val 2) | DRN | R@1 (IoU=0.5)45.45 | 4 | 3d ago | |
| Animal Kingdom 1.0 (test) | VSLNet | Recall@1 (IoU=0.1)53.59 | 2 | 3d ago |
