OpenVLM MMMU - Sociology: leaderboard

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

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

Top models

#ModelScoreOverall rank
1GPT-590#98
2Gemini 2.5 Pro80#152
3GPT-4o ChatGPT80
4InternVL3-38B76.7#405
5InternVL3-78B76.7#352
6GPT-4.1 (2025-04-14)76.7#250
7Gemma 3 27B76.7#607
8Gemini 2.0 Flash73.3#342
9GPT-5 Mini (2025-08-07)73.3#172
10Grok 2 (1212)73.3#496
11GPT-4.573.3#274
12Qwen 2 VL 7B70#750
13Qwen 2 VL 72B70#460
14Gemma 3 12B70#671
15Claude 3.5 Sonnet (20241022)66.7#291

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