In-hospital mortality prediction on MIMIC-III Outcome v1.4 (test)
53.72AUPRCD2MDT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| D2MDTEvaluation protocol=Standard2026.06 | 53.72 | 84.56 | 54.68 | |
| EMERGEEvaluation protocol=Standard2026.06 | 50.82 | 83.49 | 50.35 | |
| ColaCareEvaluation protocol=Standard2026.06 | 50.81 | 84.07 | 50.52 | |
| RETAINEvaluation protocol=Standard2026.06 | 50.51 | 84.23 | 50.88 | |
| PAIEvaluation protocol=Standard2026.06 | 49.72 | 81.76 | 49.77 | |
| MDTeamGPTEvaluation protocol=Standard2026.06 | 48.31 | 80.19 | 44.62 | |
| AdaCareEvaluation protocol=Standard2026.06 | 48.24 | 80.3 | 46.45 | |
| MDAgentsEvaluation protocol=Standard2026.06 | 45.72 | 82.31 | 48.41 | |
| MedGemmaEvaluation protocol=zero-shot2026.06 | 28.64 | 69.11 | 31.16 | |
| MedGemmaEvaluation protocol=few-shot2026.06 | 14.97 | 56.28 | 15.18 |