OpenVLM MMMU - Agriculture: leaderboard

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

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

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro80#152
2GPT-573.3#98
3GPT-4.1 (2025-04-14)66.7#250
4InternVL3-8B63.3#620
5GPT-4.563.3#274
6Llama 3.2 90B Vision Instruct63.3#622
7GPT-4o ChatGPT63.3
8GPT-5 Mini (2025-08-07)60#172
9Gemini 1.5 Flash60#618
10Gemini 2.0 Flash56.7#342
11InternVL3-78B56.7#352
12InternVL2-8B56.7#817
13InternVL3-14B56.7#505
14Gemma 3 27B56.7#607
15Qwen 2 VL 72B56.7#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-agriculture · How It Works · Data refreshed daily, snapshot 2026-10-20.