RealICU (RAG) - Acute Problems: leaderboard
Metric: Hit@5 (0-1; share of windows whose top-5 predicted acute problems include a physician label, PubMedBERT semantic matching; RAG strategy, the top-5 prior windows retrieved with PubMedBERT). Source: arxiv.org. Saturation forecast: Around July 2027. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 | 0.6 |
| 2 | Gemini 3.1 Pro (Preview) | 0.6 |
| 3 | Qwen 3 235B A22B | 0.38 |
Interactive version: theaggregate.ai/benchmark?slug=realicu-rag-acute-problems · How It Works · Data refreshed daily, snapshot 2026-09-26.