Dosage Policy Estimation (DPE) on NewsHet (test)
6.91Mean DPESCIGAN
Evaluation Results
| Method | Links | |
|---|---|---|
| SCIGANValidation=5-fold cross-validation2026.05 | 6.91 | |
| CausalForestValidation=5-fold cross-validation2026.05 | 6.84 | |
| NonparamDMLValidation=5-fold cross-validation2026.05 | 6.84 | |
| VCNetValidation=5-fold cross-validation2026.05 | 6.84 | |
| DRNetValidation=5-fold cross-validation2026.05 | 5.35 | |
| EBCTValidation=5-fold cross-validation2026.05 | 1.91 | |
| CCPFNValidation=5-fold cross-validation2026.05 | 1.64 | |
| S-Learner (TabPFN)Validation=5-fold cross-validation, Dimensionality Reduction=PCA to 1002026.05 | 1.14 | |
| GPSValidation=5-fold cross-validation2026.05 | 1.04 | |
| S-Learner (TabDPT)Validation=5-fold cross-validation2026.05 | 0.74 | |
| ADMITValidation=5-fold cross-validation2026.05 | 0.63 | |
| S-Learner (TabICL)Validation=5-fold cross-validation2026.05 | 0.292 |