OpenVLM MMMU - Art and Design: leaderboard

OpenCompass OpenVLM MMMU validation subcategory score for visual college-level questions in art and design.

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

Top models

#ModelScoreOverall rank
1GPT-580#98
2Gemini 2.5 Pro77.5#152
3GPT-4.577.5#274
4GPT-4.1 (2025-04-14)75.8#250
5Claude 3.7 Sonnet75#249
6GPT-5 Mini (2025-08-07)75#172
7GPT-4o ChatGPT74.2
8Gemini 1.5 Pro (002)73.3#349
9Llama 3.2 90B Vision Instruct73.3#622
10InternVL3-38B72.5#405
11InternVL3-78B71.7#352
12InternVL2.5-78B71.7#431
13Grok 2 (1212)70.8#496
14InternVL3-14B70#505
15Qwen 2 VL 72B69.2#460

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-art-and-design · How It Works · Data refreshed daily, snapshot 2026-10-20.