OpenVLM MMMU - Chemistry: leaderboard

OpenCompass OpenVLM MMMU validation subcategory score for visual college-level questions in chemistry.

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Around January 2027. 284 models tracked.

Top models

#ModelScoreOverall rank
1GPT-590#98
2GPT-5 Nano76.7#425
3GPT-5 Mini (2025-08-07)76.7#172
4InternVL2.5-78B76.7#431
5InternVL3-78B73.3#352
6GPT-4.1 (2025-04-14)73.3#250
7Claude 3.7 Sonnet73.3#249
8Gemini 2.0 Flash70#342
9GPT-4o ChatGPT70
10Gemini 2.5 Pro66.7#152
11GPT-4.1 Nano66.7#731
12Gemini 1.5 Pro (002)66.7#349
13InternVL3-38B66.7#405
14Qwen 2.5 VL 7B66.7#643
15GPT-4.566.7#274

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-chemistry · How It Works · Data refreshed daily, snapshot 2026-10-20.