| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BLINK | L2-VMAS | Accuracy72.7 | 122 | 3d ago | |
| MMVP | SCF-VR | Accuracy76.67 | 82 | 4d ago | |
| MME Perception | InternVL2-7B + SCR | MME^P1,742 | 50 | 1mo ago | |
| BLINK (val) | Validation Score95.67 | 29 | 12d ago | ||
| MME | Self-Aug | Perception Score1,726.77 | 28 | 1mo ago | |
| AI2D | Accuracy83 | 20 | 29d ago | ||
| MME | Perception Score2,415 | 20 | 29d ago | ||
| MMStar | V-Zero | Accuracy65.7 | 20 | 1mo ago | |
| MMBench (P) | MG-LLaVA | Accuracy80.1 | 20 | 1mo ago | |
| Blink 41 (val) | Score87.4 | 19 | 1mo ago | ||
| SEED-Bench Image | MG-LLaVA | Accuracy73.7 | 18 | 1mo ago | |
| HallusionBench | VL-Rethinker | Accuracy71.08 | 15 | 4d ago | |
| SeedBench-2-Plus | GPT-4o | Accuracy72 | 15 | 4d ago | |
| HR-8K (test) | ZwZ-8B | Accuracy82 | 15 | 1mo ago | |
| HR-4K (test) | ZwZ-8B | Accuracy84.4 | 15 | 1mo ago | |
| VStar (test) | ZwZ-4B | Accuracy92.7 | 15 | 1mo ago | |
| MMBench (T) | MG-LLaVA | Accuracy (MMBench T)79.1 | 15 | 1mo ago | |
| MME-RealWorld | Skywork-R1V4-30B-A3B | Score71.4 | 12 | 8d ago | |
| V* | Step-GUI-8B | Score89 | 12 | 1mo ago | |
| HR-Bench | Vision-R1 | Accuracy75.12 | 11 | 4d ago | |
| OCRBench | Score877 | 11 | 29d ago | ||
| MMERealworld RS | UHR-BAT | Position Score44 | 10 | 3d ago | |
| DA-2K | Score92.3 | 10 | 9d ago | ||
| VisualProbe | Vero Q3I-8B | Score53.9 | 10 | 11d ago | |
| Hallusion | Qwen2.5-VL-32B-Instruct + NoisyRollout | Accuracy72.45 | 10 | 1mo ago |
