HELM VHELM - Math Vista - Daily Life (Free Form): leaderboard

VHELM (Stanford CRFM HELM for vision-language models, run v2.1.2) MathVista items at grade level daily life in free form format: mathematical reasoning over plots, charts, diagrams and photos; 221 questions, exact match. Percent correct, 0-100, higher is better.

Metric: Exact Match (%). Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 48 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro (Preview 03-25)72.85#126
2O4 Mini (2025-04-16)64.71#183
3O3 (2025-04-16)63.8#125
4Gemini 2.0 Pro (Preview 02-05)56.56#318
5Gemini 2.0 Flash52.94#351
6GPT-4.1 (2025-04-14)49.77#257
7O1 (2024-12-17)49.77#157
8Gemini 2.0 Flash (Preview)48.87#376
9GPT-4.548.42#278
10Claude 3.5 Sonnet (20241022)47.06#302
11Gemini 2.0 Flash Lite46.15#455
12GPT-4.1 Mini45.25#363
13Gemini 1.5 Pro (002)45.25#368
14Claude 3.5 Sonnet (20240620)42.08#308
15GPT-4o (2024-05-13)40.27#337

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

Interactive version: theaggregate.ai/benchmark?slug=helm-vhelm-math-vista-daily-life-free-form · How It Works · Data refreshed daily, snapshot 2026-11-05.