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ResearchFormerly WizWand

Potential Outcome Estimation on IBM out-of-sample

0.04RMSEPO-Flow
-0.0620.62651.3152.0035May 21, 2025
Updated 6mo ago

Evaluation results

MethodLinks
PO-Flowvalidation=10-fold cross-validation2025.050.04
DiffPOvalidation=10-fold cross-validation2025.050.64
PO-Flowselection_strategy=most likely PO from 100 simulated outcomes using log-density, validation=10-fold cross-validation2025.050.9
PO-Flowvalidation=10-fold cross-validation2025.050.97
CEVAEvalidation=10-fold cross-validation2025.050.98
CEVAEvalidation=10-fold cross-validation2025.050.98
S-learnervalidation=10-fold cross-validation2025.051.16
S-learnervalidation=10-fold cross-validation2025.051.16
INFsvalidation=10-fold cross-validation2025.051.57
INFsvalidation=10-fold cross-validation2025.051.57
DiffPOvalidation=10-fold cross-validation2025.051.85
DiffPOvalidation=10-fold cross-validation2025.051.85
T-learnervalidation=10-fold cross-validation2025.051.96
T-learnervalidation=10-fold cross-validation2025.051.96
GANITEvalidation=10-fold cross-validation2025.052.02
CFRvalidation=10-fold cross-validation2025.052.17
CFRvalidation=10-fold cross-validation2025.052.17
GANITEvalidation=10-fold cross-validation2025.052.59
GANITEvalidation=10-fold cross-validation2025.052.59