RealICU (Full Context) - Action Recommendation: leaderboard
Metric: Hit@5 (0-1; share of windows whose top-5 recommended actions include a physician-labelled action, PubMedBERT semantic matching; full-context strategy, all prior observations in the prompt). Source: arxiv.org. Saturation forecast: Around July 2027. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 | 0.4 |
| 2 | Qwen 3 235B A22B | 0.33 |
| 3 | Gemini 3.1 Pro (Preview) | 0.26 |
Interactive version: theaggregate.ai/benchmark?slug=realicu-full-context-action-recommendation · How It Works · Data refreshed daily, snapshot 2026-09-26.