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ResearchFormerly WizWand

CATE estimation on IHDP Setup D (out-of-sample)

0.2Normalized RMSETARNet + reg
0.19640.22070.2450.2693Jun 7, 2021
Updated 8mo ago

Evaluation results

MethodLinks
TARNet + reg2021.060.2
DR (+TARNet)2021.060.2
Reparam.2021.060.2
DragonNet + regRegularization=true2021.060.203
TARNet + regRegularization=true2021.060.205
DR (+TNet)2021.060.22
DragonNet2021.060.223
TARNet2021.060.226
FlexTENet2021.060.23
TARNet2021.060.23
FlexTENet2021.060.23
SNet + regRegularization=true2021.060.258
TNet + reg2021.060.26
TNet + regRegularization=true2021.060.262
SNet2021.060.266
TNet2021.060.29
TNet2021.060.29