HELM VHELM - Exams V - English (Natural Science): leaderboard
VHELM (Stanford CRFM HELM for vision-language models, run v2.1.2) Exams-V questions in English on natural science: school exam multiple-choice questions rendered as images that combine text, formulas and figures; 91 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
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | O3 (2025-04-16) | 83.52 | #125 |
| 2 | O1 (2024-12-17) | 78.02 | #157 |
| 3 | O4 Mini (2025-04-16) | 76.92 | #183 |
| 4 | Gemini 2.5 Pro (Preview 03-25) | 69.23 | #126 |
| 5 | Gemini 2.0 Flash (Preview) | 64.84 | #376 |
| 6 | Gemini 2.0 Flash | 63.74 | #351 |
| 7 | Llama 4 Maverick Instruct FP8 | 62.64 | #424 |
| 8 | GPT-4.5 | 62.64 | #278 |
| 9 | Gemini 2.0 Flash Lite | 62.64 | #455 |
| 10 | Gemini 2.0 Pro (Preview 02-05) | 61.54 | #318 |
| 11 | GPT-4o (2024-05-13) | 59.34 | #337 |
| 12 | GPT-4o (2024-11-20) | 59.34 | #392 |
| 13 | Gemini 1.5 Pro (002) | 58.24 | #368 |
| 14 | GPT-4 Turbo | 58.24 | #417 |
| 15 | GPT-4.1 Mini | 57.14 | #363 |
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-english-natural-science · How It Works · Data refreshed daily, snapshot 2026-11-05.