Mr.LHDR - Web Search VLMs - Strict Answer-and-Process Accuracy: leaderboard
Metric: SA (%; Qwen3-VL-235B judge, 102 items). Source: arxiv.org. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.5 | 34.3 |
| 2 | Claude Opus 4.7 | 27.5 |
| 3 | GPT-5.4 | 22.5 |
| 4 | O4 Mini | 20.6 |
| 5 | Grok 4.20 | 17.6 |
| 6 | Claude Sonnet 4.6 | 15.7 |
| 7 | O3 | 15.7 |
| 8 | GPT-4.1 | 13.7 |
| 9 | GPT-4o (2024-11-20) | 12.7 |
| 10 | GPT-5.4 Mini | 4.9 |
| 11 | GPT-4o Mini (2024-07-18) | 3.9 |
Interactive version: theaggregate.ai/benchmark?slug=mr-lhdr-web-search-vlms-strict-answer-and-process-accuracy · How It Works · Data refreshed daily, snapshot 2026-09-19.