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Treatment Effect Estimation on NEWS semi-synthetic

0Mean Error

Doubly Robust

Updated 4d ago

Evaluation Results

Method	Links
Doubly Robust 2024.09		0	0	0	0
Double-Double 2024.09		0	0	0	0
XNet 2024.09		0	0	0	0
Direct Prediction 2024.09		0	0	0	0
RANet 2024.09		0	0	0	0
TNet 2024.09		0	0	0	0
OffsetNet 2024.09		0	0	0	0
TARNet 2024.09		0	0	0	0
DRNet 2024.09		0	0	0	0
FlexTENet 2024.09		0	0	0	0
RNet 2024.09		0	0	0	0.0001
DragonNet 2024.09		0	0	0	0.0001
SNet 2024.09		0.0002	0	0.0001	0.0003
SNet3 2024.09		0.0004	0	0.0002	0.0005
Propensity Stratification 2024.09		0.0005	0.0003	0.0005	0.0006
Off-policy 2024.09		0.0005	0.0003	0.0005	0.0007
Adjusted Direct 2024.09		0.0006	0.0002	0.0005	0.0009
PWNet 2024.09		0.0006	0	0.0003	0.0008
Horvitz-Thompson 2024.09		0.0007	0.0001	0.0003	0.0009
Regression Discontinuity 2024.09		0.0023	0.0012	0.0021	0.0033
TMLE 2024.09		0.0025	0	0	0.0002
Direct Difference 2024.09		0.0814	0.0339	0.0718	0.127