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ResearchFormerly WizWand

Potential Outcome Estimation on IHDP (in-sample)

0.96RMSEPO-Flow
0.89921.30961.722.1304May 21, 2025
Updated 6mo ago

Evaluation results

MethodLinks
PO-Flowselection_strategy=most likely PO from 100 simulated outcomes using log-density, validation=10-fold cross-validation2025.050.96
PO-Flowvalidation=10-fold cross-validation2025.050.98
INFsvalidation=10-fold cross-validation2025.051.02
INFsvalidation=10-fold cross-validation2025.051.02
CFRvalidation=10-fold cross-validation2025.051.1
CFRvalidation=10-fold cross-validation2025.051.1
CEVAEvalidation=10-fold cross-validation2025.051.18
CEVAEvalidation=10-fold cross-validation2025.051.18
S-learnervalidation=10-fold cross-validation2025.051.31
S-learnervalidation=10-fold cross-validation2025.051.31
DiffPOvalidation=10-fold cross-validation2025.051.33
DiffPOvalidation=10-fold cross-validation2025.051.33
T-learnervalidation=10-fold cross-validation2025.051.45
T-learnervalidation=10-fold cross-validation2025.051.45
GANITEvalidation=10-fold cross-validation2025.051.6
GANITEvalidation=10-fold cross-validation2025.051.6
PO-Flowvalidation=10-fold cross-validation2025.051.63
DiffPOvalidation=10-fold cross-validation2025.051.81
GANITEvalidation=10-fold cross-validation2025.052.48