HELM MedHELM - MIMIC-RRS: leaderboard

HELM MedHELM MIMIC radiology report summarization task, condensing findings into impressions.

Metric: Jury Score. Source: crfm.stanford.edu. Saturation forecast: Around October 2026. 13 models tracked.

Top models

#ModelScoreOverall rank
1GPT-54.72#98
2O4 Mini (2025-04-16)4.69#179
3GPT-5 Mini (2025-08-07)4.68#172
4DeepSeek R14.61#251
5Claude 3.7 Sonnet (20250219)4.5#201
6Claude 3.5 Sonnet (20241022)4.48#291
7O3 Mini (2025-01-31)4.36#240
8Gemini 2.0 Flash4.25#342
9GPT-4o Mini (2024-07-18)4.25#558
10Gemini 2.5 Pro (Preview 05-06)4.25#147
11Gemini 1.5 Pro (001)4.21#444
12GPT-4o (2024-05-13)4.19#325
13Llama 3.3 70B Instruct4.06#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-mimic-rrs · How It Works · Data refreshed daily, snapshot 2026-10-20.