OpenVLM MMMU - Science: leaderboard
OpenCompass OpenVLM MMMU validation subcategory score for visual college-level questions in science.
Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Around January 2027. 284 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5 | 80 | #98 |
| 2 | GPT-5 Mini (2025-08-07) | 77.3 | #172 |
| 3 | GPT-5 Nano | 70 | #425 |
| 4 | InternVL3-78B | 70 | #352 |
| 5 | Gemini 2.5 Pro | 69.3 | #152 |
| 6 | GPT-4.1 (2025-04-14) | 68.7 | #250 |
| 7 | Gemini 1.5 Pro (002) | 68 | #349 |
| 8 | GPT-4.5 | 67.3 | #274 |
| 9 | GPT-4o ChatGPT | 67.3 | |
| 10 | Claude 3.7 Sonnet | 65.3 | #249 |
| 11 | Gemini 2.0 Flash | 64 | #342 |
| 12 | InternVL2.5-78B | 63.3 | #431 |
| 13 | Claude 3.5 Sonnet (20241022) | 62 | #291 |
| 14 | Grok 2 (1212) | 61.3 | #496 |
| 15 | InternVL3-38B | 60.7 | #405 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmmu-science · How It Works · Data refreshed daily, snapshot 2026-10-20.