Mr.LHDR - Tool-Free VLMs - Strict Answer-and-Process Accuracy: leaderboard
Metric: SA (%; Qwen3-VL-235B judge, 102 items). Source: arxiv.org. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 31.4 |
| 2 | Gemini 3 Flash (Preview) | 24.5 |
| 3 | Gemini 2.5 Pro (Preview) | 23.5 |
| 4 | Gemini 2.5 Flash | 18.6 |
| 5 | Llama 4 Maverick | 9.8 |
| 6 | Qwen 2.5 VL 72B Instruct | 4.9 |
| 7 | Qwen 3 VL 32B Instruct | 2.9 |
Interactive version: theaggregate.ai/benchmark?slug=mr-lhdr-tool-free-vlms-strict-answer-and-process-accuracy · How It Works · Data refreshed daily, snapshot 2026-09-19.