Dosage Policy Estimation (DPE) on Aggregate Debt, Warfarin, TCGA, News, NewsHet
2.2Average RankADMIT
Evaluation results
| Method | Links | |
|---|---|---|
| ADMITValidation=5-fold cross-validation2026.05 | 2.2 | |
| S-Learner (TabICL)Validation=5-fold cross-validation2026.05 | 4.6 | |
| S-Learner (TabPFN)Validation=5-fold cross-validation, Dimensionality Reduction=PCA to 1002026.05 | 4.8 | |
| S-Learner (TabDPT)Validation=5-fold cross-validation2026.05 | 5 | |
| CCPFNValidation=5-fold cross-validation2026.05 | 6 | |
| GPSValidation=5-fold cross-validation2026.05 | 6.3 | |
| DRNetValidation=5-fold cross-validation2026.05 | 6.8 | |
| NonparamDMLValidation=5-fold cross-validation2026.05 | 7 | |
| CausalForestValidation=5-fold cross-validation2026.05 | 7.2 | |
| SCIGANValidation=5-fold cross-validation2026.05 | 7.6 | |
| VCNetValidation=5-fold cross-validation2026.05 | 8.6 | |
| EBCTValidation=5-fold cross-validation2026.05 | 9.8 |