OpenVLM MMMU - Management: leaderboard

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

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

Top models

#ModelScoreOverall rank
1GPT-4.583.3#274
2GPT-580#98
3GPT-5 Mini (2025-08-07)76.7#172
4InternVL3-78B73.3#352
5Gemma 3 27B73.3#607
6GPT-4o ChatGPT73.3
7Gemini 1.5 Pro (002)70#349
8Claude 3.7 Sonnet70#249
9Qwen 2 VL 72B70#460
10Gemini 1.5 Flash70#618
11InternVL2.5-78B70#431
12Gemini 2.5 Pro66.7#152
13Claude 3.5 Sonnet (20241022)66.7#291
14Gemini 2.0 Flash66.7#342
15GPT-4.1 (2025-04-14)66.7#250

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