OpenVLM MathVista - FQA: leaderboard

OpenCompass OpenVLM MathVista figure question answering subcategory score.

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

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro82.2#152
2GPT-581.8#98
3GPT-5 Mini (2025-08-07)79.9#172
4GPT-4.1 Mini79.2#355
5InternVL3-78B78.1#352
6QVQ-72B-Preview77.7#440
7Taichu-VLR-7B77#526
8Qwen 2 VL 72B76.6#460
9InternVL3-38B75.5#405
10Doubao-1.5-Pro75.5#287
11VLAA-Thinker-Qwen2.5VL-7B75.5#555
12GPT-4o ChatGPT74.3
13InternVL3-14B74#505
14GPT-4.1 (2025-04-14)73.6#250
15Taichu-VLR-3B73.6#744

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