AgentRx (Multimodal, Zero-Shot) - Length of Stay: leaderboard
Metric: AUROC (0-1; stay beyond seven days; MIMIC-IV ICU test split; input: a patient summary of the history and demographics recorded before ICU admission plus, where available, the EHR time series and a chest X-ray from the first 48 ICU hours and the radiology reports; single agent, zero-shot prompt, predicted probability). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 2.5 VL 7B Instruct | 0.71 |
Interactive version: theaggregate.ai/benchmark?slug=agentrx-multimodal-zero-shot-length-of-stay · How It Works · Data refreshed daily, snapshot 2026-09-26.