| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BLINK | L2-VMAS | Accuracy72.7 | 71 | 3d ago | |
| MMVP | VLM-R1 | Accuracy69.67 | 47 | 3d ago | |
| MME Perception | PDrop (training-based) | MME^P1,555.2 | 27 | 3d ago | |
| MMStar | V-Zero | Accuracy65.7 | 20 | 3d ago | |
| MMBench (P) | MG-LLaVA | Accuracy80.1 | 20 | 3d ago | |
| Blink 41 (val) | Score87.4 | 19 | 3d ago | ||
| SEED-Bench Image | MG-LLaVA | Accuracy73.7 | 18 | 3d ago | |
| HR-8K (test) | ZwZ-8B | Accuracy82 | 15 | 3d ago | |
| HR-4K (test) | ZwZ-8B | Accuracy84.4 | 15 | 3d ago | |
| VStar (test) | ZwZ-4B | Accuracy92.7 | 15 | 3d ago | |
| MMBench (T) | MG-LLaVA | Accuracy (MMBench T)79.1 | 15 | 3d ago | |
| V* | Step-GUI-8B | Score89 | 12 | 3d ago | |
| V*Bench | SKILA | Accuracy84.3 | 9 | 3d ago | |
| MME | InternLM-XComposer2 | Perception Score1,712 | 8 | 3d ago | |
| MMVP standard (test) | UniDFlow | MMVP Score80.2 | 6 | 3d ago | |
| CVBench | CrystaL | 2D Score76.6 | 5 | 3d ago |