| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MMSearch | Qwen3-VL-30B + ODE-RL | Accuracy69.7 | 85 | 21d ago | |
| MMSearch | OpenSearch-VL-32B | Pass@172.3 | 25 | 27d ago | |
| BCVL | Accuracy64.1 | 19 | 23d ago | ||
| LiveVQA | HyperEyes-235B | Accuracy84.1 | 19 | 23d ago | |
| MMSearch | HyperEyes-235B | Accuracy88.5 | 19 | 23d ago | |
| MMSearch | Seed-1.8 | Success Rate73.2 | 19 | 1mo ago | |
| IMEB | Kimi-K2.5 | Accuracy55.3 | 18 | 23d ago | |
| FVQA | Accuracy84 | 18 | 23d ago | ||
| MMSearch-Plus single-image | Seed-1.8 | Success Rate46.7 | 16 | 1mo ago | |
| MM-BrowseComp (MMBC) | LMM-Searcher-30B | Success Rate30.1 | 15 | 1mo ago | |
| SimpleVQA | Accuracy64.1 | 15 | 3mo ago | ||
| MM-SearchExam | Accuracy23.8 | 14 | 3mo ago | ||
| MM-BrowseComp | Accuracy10.8 | 14 | 3mo ago | ||
| BrowseComp-VL | Accuracy (BrowseComp-VL)35 | 14 | 3mo ago | ||
| MM Search | Score73 | 14 | 3mo ago | ||
| MMSearch-Plus (test) | XSkill | Average@413.1 | 12 | 2mo ago | |
| BrowseComp-VL | REDSearcher-MM-RL | Score57.2 | 12 | 3mo ago | |
| MMSearch Plus | Score38.1 | 10 | 3mo ago | ||
| MM-BrowseComp | Score46.3 | 10 | 3mo ago | ||
| HLE-VL | Score36 | 8 | 3mo ago |
