AgentRx (Patient Summary, Zero-Shot) - In-Hospital Mortality: leaderboard

Metric: AUROC (0-1; in-hospital mortality; MIMIC-IV ICU test split; input: a patient summary of the history and demographics recorded before ICU admission; single agent, zero-shot prompt, predicted probability). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 5 models tracked.

Top models

#ModelScore
1Qwen 2.5 VL 7B Instruct0.67

Interactive version: theaggregate.ai/benchmark?slug=agentrx-patient-summary-zero-shot-in-hospital-mortality · How It Works · Data refreshed daily, snapshot 2026-09-26.