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ResearchFormerly WizWand

Dosage Policy Estimation (DPE) on NewsHet (test)

6.91Mean DPESCIGAN
0.027281.814143.6015.38786May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SCIGANValidation=5-fold cross-validation2026.056.91
CausalForestValidation=5-fold cross-validation2026.056.84
NonparamDMLValidation=5-fold cross-validation2026.056.84
VCNetValidation=5-fold cross-validation2026.056.84
DRNetValidation=5-fold cross-validation2026.055.35
EBCTValidation=5-fold cross-validation2026.051.91
CCPFNValidation=5-fold cross-validation2026.051.64
S-Learner (TabPFN)Validation=5-fold cross-validation, Dimensionality Reduction=PCA to 1002026.051.14
GPSValidation=5-fold cross-validation2026.051.04
S-Learner (TabDPT)Validation=5-fold cross-validation2026.050.74
ADMITValidation=5-fold cross-validation2026.050.63
S-Learner (TabICL)Validation=5-fold cross-validation2026.050.292