HELM MedHELM - SHC-ENT: leaderboard

HELM MedHELM Stanford Health Care ENT-specialty clinical task (exact match).

Metric: EM. Source: crfm.stanford.edu. Saturation forecast: Around July 2028. 13 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4o (2024-05-13)61.1#325
2GPT-560.2#98
3GPT-4o Mini (2024-07-18)59.4#558
4O4 Mini (2025-04-16)59.4#179
5Claude 3.7 Sonnet (20250219)58.5#201
6Gemini 1.5 Pro (001)57.6#444
7Gemini 2.5 Pro (Preview 05-06)57.2#147
8DeepSeek R156.8#251
9GPT-5 Mini (2025-08-07)56.3#172
10O3 Mini (2025-01-31)54.6#240
11Claude 3.5 Sonnet (20241022)53.2#291
12Gemini 2.0 Flash50.5#342
13Llama 3.3 70B Instruct36.3#534

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-shc-ent · How It Works · Data refreshed daily, snapshot 2026-10-20.