30-day Readmission on EHRSHOT 30-day Readmission
71.76AccuracyEHR-RAG
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EHR-RAGBackbone LLM=GPT-52026.01 | 71.76 | 60.91 | 81.5 | 40.32 | |
| Rule-based RAGBackbone LLM=GPT-52026.01 | 57.63 | 44.08 | 71.61 | 16.54 | |
| Uniform RAGBackbone LLM=GPT-52026.01 | 52.67 | 49.63 | 62.65 | 35.42 | |
| ReAct RAGBackbone LLM=GPT-52026.01 | 48.09 | 45.22 | 57.76 | 32.67 | |
| Direct GenerationBackbone LLM=GPT-52026.01 | 46.56 | 44.37 | 55.41 | 33.33 | |
| RAGBackbone LLM=GPT-52026.01 | 45.8 | 43.4 | 55.06 | 31.73 |