Treatment policy learning on MIMIC-III (test)
67.9FQEOPL-MT-MNAR
Evaluation results
| Method | Links | |
|---|---|---|
| OPL-MT-MNARInfo=MNAR + Text2026.04 | 67.9 | |
| OPL-MT-MNARInfo=All2026.04 | 67.9 | |
| OPL-MT-MNAR (Nursing Notes)Info=Nursing2026.04 | 62.4 | |
| OPL-MT-MNAR (Low-Freq. Text)Info=Rad. + Micro.2026.04 | 59.6 | |
| MedDreamerInfo=Model-based2026.04 | 58.3 | |
| OPL-MT-MNAR (Structured Only)Info=None2026.04 | 57.4 | |
| DDPG with Clinician SupervisionInfo=Model-free2026.04 | 52.9 | |
| Clinician (Behavior)Info=Behavior2026.04 | 52.8 | |
| SBCQInfo=Model-free2026.04 | 50.1 | |
| AI ClinicianInfo=Model-free2026.04 | 48.7 | |
| Continuous State-Space DDQNInfo=Model-free2026.04 | 47.6 | |
| BCQInfo=Model-free2026.04 | 45.2 | |
| CQLInfo=Model-free2026.04 | 41.1 |