OpenVLM MMMU - Art Theory: leaderboard

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

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 284 models tracked.

Top models

#ModelScoreOverall rank
1GPT-593.3#98
2GPT-5 Nano93.3#425
3InternVL3-78B93.3#352
4Gemma 3 27B93.3#607
5GPT-5 Mini (2025-08-07)93.3#172
6GPT-4.593.3#274
7Gemini 2.5 Pro90#152
8Gemini 1.5 Pro (002)90#349
9GPT-4.1 (2025-04-14)90#250
10Claude 3.7 Sonnet90#249
11Llama 3.2 90B Vision Instruct90#622
12GPT-4o ChatGPT90
13Gemini 2.0 Flash86.7#342
14InternVL3-38B86.7#405
15InternVL3-14B86.7#505

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