| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| UCF101 (1) | SCE | Top-1 Acc83.9 | 97 | 19d ago | |
| HMDB51 (test) | ProViCo | Recall@140.1 | 76 | 1mo ago | |
| UCF101 | SigLIP2-g-opt | Top-1 Acc90.7 | 63 | 1mo ago | |
| UCF101 (test) | Top-1 Acc98 | 55 | 1mo ago | ||
| HMDB51 (first split) | SCE | Top-1 Accuracy45.9 | 49 | 1mo ago | |
| FIVR-200K | Fine-grained att. student-S | DSVR0.921 | 45 | 1mo ago | |
| HMDB51 | TCLR | Top-1 Accuracy24.1 | 44 | 19d ago | |
| ActivityNet-Captions (test) | X-Pool | R@113.1 | 38 | 1mo ago | |
| MSR-VTT | R@157.7 | 31 | 5d ago | ||
| UCF51 | CCL | Recall@10.676 | 27 | 1mo ago | |
| ActivityNet | CCL | R@139.5 | 25 | 1mo ago | |
| SVD | Fine-grained att. student-S | mAP0.902 | 23 | 1mo ago | |
| ActivityNet Captions (eval) | GMMFormerV2 | R@18.9 | 21 | 12d ago | |
| TVR (evaluation) | DreamPRVR | R@117.4 | 20 | 12d ago | |
| RVMS-Bench 1.0 (test) | Human | G64 | 20 | 1mo ago | |
| MS-TV | Precision@134 | 18 | 1mo ago | ||
| MS-TI | P@135 | 18 | 1mo ago | ||
| VDC-D | Embed-RL-4B | R@195.2 | 18 | 1mo ago | |
| LoVR-V | Embed-RL-2B | R@180 | 18 | 1mo ago | |
| PEV-K | Unite-7B | R@144 | 18 | 1mo ago | |
| LoVR-TH | Embed-RL-4B | Recall@1057.9 | 18 | 1mo ago | |
| DREAM-E | Embed-RL-4B | R@132 | 18 | 1mo ago | |
| CMRB | GVE-7B | R@1039.8 | 18 | 1mo ago | |
| CRB-T | GVE-7B | R@153.9 | 18 | 1mo ago | |
| VDC-O | Embed-RL-4B | R@185.9 | 18 | 1mo ago |
