Mr.LHDR - Tool-Free VLMs - Checklist Score: leaderboard
Metric: CS (%; Qwen3-VL-235B judge, 102 items). Source: arxiv.org. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash (Preview) | 74.4 |
| 2 | Gemini 3.1 Pro (Preview) | 73.2 |
| 3 | Gemini 2.5 Pro (Preview) | 73 |
| 4 | Gemini 2.5 Flash | 65 |
| 5 | Llama 4 Maverick | 46.7 |
| 6 | Qwen 2.5 VL 72B Instruct | 39.2 |
| 7 | Qwen 3 VL 32B Instruct | 35.7 |
Interactive version: theaggregate.ai/benchmark?slug=mr-lhdr-tool-free-vlms-checklist-score · How It Works · Data refreshed daily, snapshot 2026-09-19.