OpenVLM MMMU - Energy and Power: leaderboard

OpenCompass OpenVLM MMMU validation subcategory score for visual college-level questions in energy and power.

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

Top models

#ModelScoreOverall rank
1GPT-580#98
2Gemini 2.0 Flash73.3#342
3Gemma 3 27B73.3#607
4GPT-5 Mini (2025-08-07)73.3#172
5GPT-5 Nano70#425
6Gemini 2.5 Pro66.7#152
7InternVL3-14B66.7#505
8GPT-4o ChatGPT66.7
9InternVL3-8B63.3#620
10InternVL3-38B63.3#405
11InternVL3-78B60#352
12Claude 3.7 Sonnet60#249
13Claude 3.5 Sonnet60#350
14Claude 3.5 Sonnet (20241022)56.7#291
15GPT-4.1 Nano56.7#731

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-energy-and-power · How It Works · Data refreshed daily, snapshot 2026-10-20.