Dosage Policy Estimation (DPE) on TCGA (test)
45Mean DPEEBCT
Evaluation results
| Method | Links | |
|---|---|---|
| EBCTValidation=5-fold cross-validation2026.05 | 45 | |
| CCPFNValidation=5-fold cross-validation2026.05 | 38.9 | |
| SCIGANValidation=5-fold cross-validation2026.05 | 38.6 | |
| S-Learner (TabICL)Validation=5-fold cross-validation2026.05 | 35.8 | |
| S-Learner (TabDPT)Validation=5-fold cross-validation2026.05 | 35.5 | |
| S-Learner (TabPFN)Validation=5-fold cross-validation, Dimensionality Reduction=PCA to 1002026.05 | 35.5 | |
| CausalForestValidation=5-fold cross-validation2026.05 | 33.9 | |
| VCNetValidation=5-fold cross-validation2026.05 | 31.6 | |
| DRNetValidation=5-fold cross-validation2026.05 | 29.5 | |
| ADMITValidation=5-fold cross-validation2026.05 | 24.6 | |
| NonparamDMLValidation=5-fold cross-validation2026.05 | 23.6 |