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ResearchFormerly WizWand

Potential Outcome Estimation on IBM in-sample

0.04RMSEPO-Flow
-0.05760.60121.261.9188May 21, 2025
Updated 6mo ago

Evaluation results

MethodLinks
PO-Flowvalidation=10-fold cross-validation2025.050.04
DiffPOvalidation=10-fold cross-validation2025.050.62
PO-Flowselection_strategy=most likely PO from 100 simulated outcomes using log-density, validation=10-fold cross-validation2025.050.84
PO-Flowvalidation=10-fold cross-validation2025.050.9
CEVAEvalidation=10-fold cross-validation2025.050.96
CEVAEvalidation=10-fold cross-validation2025.050.96
S-learnervalidation=10-fold cross-validation2025.051.01
S-learnervalidation=10-fold cross-validation2025.051.01
INFsvalidation=10-fold cross-validation2025.051.52
INFsvalidation=10-fold cross-validation2025.051.52
DiffPOvalidation=10-fold cross-validation2025.051.82
DiffPOvalidation=10-fold cross-validation2025.051.82
GANITEvalidation=10-fold cross-validation2025.051.84
T-learnervalidation=10-fold cross-validation2025.051.89
T-learnervalidation=10-fold cross-validation2025.051.89
CFRvalidation=10-fold cross-validation2025.052.09
CFRvalidation=10-fold cross-validation2025.052.09
GANITEvalidation=10-fold cross-validation2025.052.48
GANITEvalidation=10-fold cross-validation2025.052.48