Diagnosis Prediction on OCHIN temporal domain shift 2012-2023 (test)
76.14w-F1Oracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OracleProtocol=Upper Bound2026.02 | 76.14 | 83.78 | |
| ExtraCareProtocol=Proposed Method2026.02 | 74.05 | 82.89 | |
| Ours (w/o M, z_perp)Protocol=Ablation Study2026.02 | 73.02 | 82.06 | |
| Ours (w/o W, z & L3)Protocol=Ablation Study2026.02 | 71.94 | 81.13 | |
| BUAProtocol=Domain Adaptation2026.02 | 71.77 | 81.04 | |
| Ours (w/o L3)Protocol=Ablation Study2026.02 | 71.28 | 80.76 | |
| SSRTProtocol=Self-Training2026.02 | 71.13 | 80.93 | |
| RSDAProtocol=Domain Adaptation2026.02 | 70.11 | 80.5 | |
| Ours (w/o L2 & L3)Protocol=Ablation Study2026.02 | 69.26 | 79.17 | |
| RMMDProtocol=Domain Adaptation2026.02 | 68.48 | 78.65 | |
| DANNProtocol=Domain Adaptation2026.02 | 66.81 | 76.32 | |
| DALProtocol=Domain Adaptation2026.02 | 65.42 | 76.49 | |
| BaseProtocol=Lower Bound2026.02 | 63.77 | 75.61 |