OpenVLM MathVista - VQA: leaderboard

OpenCompass OpenVLM MathVista visual question answering subcategory score.

Metric: Accuracy (%). Source: huggingface.co. Source: huggingface.co. Saturation forecast: Around March 2028. 284 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro68.2#152
2GPT-565.9#98
3GPT-4o ChatGPT64.2
4InternVL3-78B63.7#352
5InternVL3-38B62.6#405
6GPT-5 Mini (2025-08-07)62#172
7Doubao-1.5-Pro61.5#287
8Qwen 2 VL 72B59.8#460
9Gemini 2.0 Flash59.2#342
10InternVL2.5-8B-BoN-858.7#639
11InternVL2.5-78B-CoT58.7#469
12GPT-4.1 (2025-04-14)58.1#250
13VLM-R1-3B-Math-030557.5#743
14Qwen 2 VL 7B57#750
15InternVL2.5-78B57#431

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

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mathvista-vqa · How It Works · Data refreshed daily, snapshot 2026-10-20.