HELM VHELM - Exams V - Chinese (Natural Science): leaderboard

VHELM (Stanford CRFM HELM for vision-language models, run v2.1.2) Exams-V questions in Chinese on natural science: school exam multiple-choice questions rendered as images that combine text, formulas and figures; 285 questions, prefix quasi-exact match. Percent correct, 0-100, higher is better.

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

Top models

#ModelScoreOverall rank
1O4 Mini (2025-04-16)74.74#183
2O3 (2025-04-16)74.74#125
3O1 (2024-12-17)68.07#157
4Gemini 2.0 Flash (Preview)64.91#376
5Gemini 2.5 Pro (Preview 03-25)62.46#126
6Gemini 2.0 Flash61.75#351
7Gemini 2.0 Flash Lite58.95#455
8Gemini 2.0 Pro (Preview 02-05)55.79#318
9GPT-4 Turbo50.88#417
10GPT-4.1 (2025-04-14)48.77#257
11Gemini 1.5 Flash (002)47.37#587
12Claude 3.5 Sonnet (20240620)47.37#308
13Gemini 1.5 Pro (002)46.32#368
14Claude 3 Opus (20240229)45.61#428
15GPT-4.545.61#278

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-exams-v-chinese-natural-science · How It Works · Data refreshed daily, snapshot 2026-11-05.