OpenVLM MM-Vet - Math: leaderboard

MM-Vet Math score from the OpenCompass OpenVLM Leaderboard (VLMEvalKit): GPT-4-graded open-ended answers on the MM-Vet questions that require arithmetic or equation solving on image content. A question can require several capabilities, so the capability subsets overlap. Score 0-100, higher is better.

Metric: Score. Source: huggingface.co. Saturation forecast: Estimated already saturated. 284 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4.1 (2025-04-14)95.4#257
2GPT-4.595.4#278
3GPT-4o ChatGPT95.4
4InternVL3-78B91.9#361
5Gemini 2.5 Pro91.5#159
6InternVL3-14B91.5#506
7GPT-588.1#105
8InternVL3-38B88.1#413
9Gemini 2.0 Flash87.7#351
10InternVL3-8B87.3#624
11GPT-4.1 Mini84.2#363
12Gemini 1.5 Pro (002)83.8#368
13Gemma 3 27B83.1#606
14Claude 3.5 Sonnet (20241022)80.4#302
15GPT-5 Mini (2025-08-07)80.4#175

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mm-vet-math · How It Works · Data refreshed daily, snapshot 2026-11-05.