Mr.LHDR - Web Search VLMs - Checklist Score: leaderboard
Metric: CS (%; Qwen3-VL-235B judge, 102 items). Source: arxiv.org. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.5 | 73.6 |
| 2 | GPT-5.4 | 70.1 |
| 3 | Grok 4.20 | 69.3 |
| 4 | Claude Opus 4.7 | 69.1 |
| 5 | Claude Sonnet 4.6 | 64.5 |
| 6 | O4 Mini | 49.9 |
| 7 | GPT-4.1 | 48.4 |
| 8 | GPT-4o (2024-11-20) | 42.6 |
| 9 | O3 | 39.4 |
| 10 | GPT-5.4 Mini | 25 |
| 11 | GPT-4o Mini (2024-07-18) | 19 |
Interactive version: theaggregate.ai/benchmark?slug=mr-lhdr-web-search-vlms-checklist-score · How It Works · Data refreshed daily, snapshot 2026-09-19.