EHR Multi-turn Reasoning on MIMIC III (OOD)
0.0395DiagnosesReAct
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ReActEvolved=false, Backbone=Qwen3-30B-A3B2026.01 | 0.0395 | 0.1418 | 0.1871 | 0.0841 | 0.0116 | 0.3272 | 0.1319 | |
| ReflexionEvolved=false, Backbone=Qwen3-30B-A3B2026.01 | 0.0417 | 0.134 | 0.171 | 0.0715 | 0.0133 | 0.2656 | 0.1162 | |
| ReflecTool (IR)Evolved=true, Backbone=Qwen3-30B-A3B2026.01 | 0.0468 | 0.1875 | 0.1602 | 0.078 | 0.0282 | 0.3576 | 0.1431 | |
| ReSumEvolved=false, Backbone=Qwen3-30B-A3B2026.01 | 0.0502 | 0.1417 | 0.1764 | 0.0851 | 0.0185 | 0.2485 | 0.1201 | |
| ReflecTool (CS)Evolved=true, Backbone=Qwen3-30B-A3B2026.01 | 0.0586 | 0.1956 | 0.1595 | 0.0782 | 0.0298 | 0.3689 | 0.1484 | |
| ReasoningBankEvolved=true, Backbone=Qwen3-30B-A3B2026.01 | 0.0602 | 0.2087 | 0.1736 | 0.0815 | 0.017 | 0.1722 | 0.1189 | |
| RETROSUMEvolved=false, Backbone=Qwen3-30B-A3B2026.01 | 0.0705 | 0.197 | 0.151 | 0.0891 | 0.0337 | 0.3627 | 0.1507 | |
| RETROSUMEvolved=true, Backbone=Qwen3-30B-A3B2026.01 | 0.0869 | 0.186 | 0.1691 | 0.0807 | 0.0473 | 0.357 | 0.1545 |