HELM MedHELM - Medec: leaderboard
HELM MedHELM run of Medec, detecting and correcting medical errors in clinical text.
Metric: MedecFlagAcc. Source: crfm.stanford.edu. Saturation forecast: Around March 2028. 13 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | O3 Mini (2025-01-31) | 68.68 | #240 |
| 2 | O4 Mini (2025-04-16) | 66.67 | #179 |
| 3 | Claude 3.7 Sonnet (20250219) | 62.81 | #201 |
| 4 | GPT-5 | 59.8 | #98 |
| 5 | Gemini 2.0 Flash | 59.63 | #342 |
| 6 | DeepSeek R1 | 59.13 | #251 |
| 7 | GPT-4o (2024-05-13) | 57.96 | #325 |
| 8 | GPT-5 Mini (2025-08-07) | 56.45 | #172 |
| 9 | Gemini 2.5 Pro (Preview 05-06) | 54.77 | #147 |
| 10 | GPT-4o Mini (2024-07-18) | 53.27 | #558 |
| 11 | Llama 3.3 70B Instruct | 52.93 | #534 |
| 12 | Gemini 1.5 Pro (001) | 52.43 | #444 |
| 13 | Claude 3.5 Sonnet (20241022) | 52.09 | #291 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=helm-medhelm-medec · How It Works · Data refreshed daily, snapshot 2026-10-20.