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ResearchFormerly WizWand

CATE estimation on IHDP Setup D (in-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
TARNet2021.060.22
FlexTENet2021.060.22
DragonNet2021.060.222
FlexTENet2021.060.224
TARNet2021.060.225
SNet + regRegularization=true2021.060.252
TNet + regRegularization=true2021.060.26
TNet + reg2021.060.26
SNet2021.060.261
TNet2021.060.29
TNet2021.060.29