Long Length of Stay Prediction on EHRSHOT Long Length of Stay
74.12AccuracyEHR-RAG
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EHR-RAGBackbone LLM=GPT-52026.01 | 74.12 | 70.15 | 81.03 | 59.26 | |
| Direct GenerationBackbone LLM=GPT-52026.01 | 69.41 | 66.52 | 76.36 | 56.67 | |
| RAGBackbone LLM=GPT-52026.01 | 68.24 | 64.77 | 75.82 | 53.71 | |
| Uniform RAGBackbone LLM=GPT-52026.01 | 65.1 | 61.5 | 73.27 | 49.72 | |
| ReAct RAGBackbone LLM=GPT-52026.01 | 65.1 | 60.85 | 73.75 | 47.95 | |
| Rule-based RAGBackbone LLM=GPT-52026.01 | 63.53 | 56.58 | 73.95 | 39.22 |