HELM VHELM - Math Vista - Elementary School (Free Form): leaderboard

VHELM (Stanford CRFM HELM for vision-language models, run v2.1.2) MathVista items at grade level elementary school in free form format: mathematical reasoning over plots, charts, diagrams and photos; 151 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)74.17#126
2O3 (2025-04-16)74.17#125
3O1 (2024-12-17)65.56#157
4O4 Mini (2025-04-16)64.9#183
5Gemini 1.5 Pro (002)58.28#368
6GPT-4.1 (2025-04-14)58.28#257
7GPT-4.553.64#278
8Claude 3.5 Sonnet (20241022)51.66#302
9Gemini 2.0 Flash51.66#351
10Claude 3.5 Sonnet (20240620)50.99#308
11GPT-4o (2024-08-06)50.33#343
12GPT-4o (2024-11-20)50.33#392
13GPT-4o (2024-05-13)49.67#337
14Gemini 2.0 Pro (Preview 02-05)49.67#318
15Gemini 1.5 Flash (002)49.01#587

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-elementary-school-free-form · How It Works · Data refreshed daily, snapshot 2026-11-05.