Dosage Policy Estimation (DPE) on News (test)
2.69Mean DPES-Learner (TabPFN)
Evaluation results
| Method | Links | |
|---|---|---|
| S-Learner (TabPFN)Validation=5-fold cross-validation, Dimensionality Reduction=PCA to 1002026.05 | 2.69 | |
| GPSValidation=5-fold cross-validation2026.05 | 3.46 | |
| ADMITValidation=5-fold cross-validation2026.05 | 3.65 | |
| CCPFNValidation=5-fold cross-validation2026.05 | 3.71 | |
| S-Learner (TabDPT)Validation=5-fold cross-validation2026.05 | 3.76 | |
| S-Learner (TabICL)Validation=5-fold cross-validation2026.05 | 3.78 | |
| NonparamDMLValidation=5-fold cross-validation2026.05 | 3.81 | |
| SCIGANValidation=5-fold cross-validation2026.05 | 3.88 | |
| CausalForestValidation=5-fold cross-validation2026.05 | 4.37 | |
| VCNetValidation=5-fold cross-validation2026.05 | 5 | |
| DRNetValidation=5-fold cross-validation2026.05 | 6.42 | |
| EBCTValidation=5-fold cross-validation2026.05 | 6.42 |