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CATE estimation on IHDP-100 Setup C (in-sample)

1.226RMSEFlexTENet
1.18961.43531.6811.9267Jun 7, 2021

Evaluation results

MethodLinks
FlexTENetNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.061.226
TARNet + regNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.061.35
TARNetNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.061.384
TNet + regNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.061.418
TNetNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.061.572
DR (+TARNet)Normalization=Unnormalized, Number of runs=100, Implementation=Ours2021.061.574
DR (+TNet)Normalization=Unnormalized, Number of runs=100, Implementation=Ours2021.061.681
Reparam.Normalization=Unnormalized, Number of runs=100, Implementation=Ours2021.062.136