HELM VHELM - Exams V - French (Natural Science): leaderboard
VHELM (Stanford CRFM HELM for vision-language models, run v2.1.2) Exams-V questions in French on natural science: school exam multiple-choice questions rendered as images that combine text, formulas and figures; 19 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 | Gemini 2.5 Pro (Preview 03-25) | 100 | #126 |
| 2 | O4 Mini (2025-04-16) | 100 | #183 |
| 3 | O3 (2025-04-16) | 100 | #125 |
| 4 | O1 (2024-12-17) | 89.47 | #157 |
| 5 | Gemini 2.0 Flash | 84.21 | #351 |
| 6 | Gemini 1.5 Pro (002) | 84.21 | #368 |
| 7 | GPT-4.1 (2025-04-14) | 84.21 | #257 |
| 8 | GPT-4o (2024-08-06) | 84.21 | #343 |
| 9 | GPT-4o (2024-11-20) | 78.95 | #392 |
| 10 | GPT-4.1 Mini | 73.68 | #363 |
| 11 | Claude 3.5 Sonnet (20241022) | 73.68 | #302 |
| 12 | Gemini 1.5 Flash (002) | 73.68 | #587 |
| 13 | GPT-4o Mini (2024-07-18) | 73.68 | #568 |
| 14 | GPT-4 Turbo | 73.68 | #417 |
| 15 | Gemini 2.0 Flash (Preview) | 73.68 | #376 |
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-french-natural-science · How It Works · Data refreshed daily, snapshot 2026-11-05.