In-hospital mortality prediction on MIMIC-IV Outcome v2.0 (test)
0.6531AUPRCD2MDT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| D2MDTEvaluation protocol=Standard2026.06 | 0.6531 | 0.8739 | 0.6366 | |
| ColaCareEvaluation protocol=Standard2026.06 | 0.6324 | 0.8817 | 0.6103 | |
| AdaCareEvaluation protocol=Standard2026.06 | 0.6051 | 0.8585 | 0.5735 | |
| EMERGEEvaluation protocol=Standard2026.06 | 0.5874 | 0.8785 | 0.5727 | |
| RETAINEvaluation protocol=Standard2026.06 | 0.5743 | 0.871 | 0.5804 | |
| MDTeamGPTEvaluation protocol=Standard2026.06 | 0.5687 | 0.8147 | 0.5305 | |
| PAIEvaluation protocol=Standard2026.06 | 0.5468 | 0.8507 | 0.5765 | |
| MDAgentsEvaluation protocol=Standard2026.06 | 0.5349 | 0.8557 | 0.5442 | |
| MedGemmaEvaluation protocol=zero-shot2026.06 | 0.2861 | 0.7331 | 0.3452 | |
| MedGemmaEvaluation protocol=few-shot2026.06 | 0.1179 | 0.391 | 0.1243 |