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Treatment Effect Estimation on JOBS semi-synthetic (test)

0MSE

Doubly Robust

Updated 4d ago

Evaluation Results

Method	Links
Doubly Robust 2024.09		0	0	0	0
Double-Double 2024.09		0.0001	0	0	0.0001
OffsetNet 2024.09		0.0003	0	0.0002	0.0004
RNet 2024.09		0.0006	0.0003	0.0005	0.0007
XNet 2024.09		0.0006	0	0.0001	0.0003
Propensity Stratification 2024.09		0.001	0.0004	0.0006	0.0011
Off-policy 2024.09		0.0012	0.0004	0.0007	0.001
Direct Prediction 2024.09		0.0016	0.0001	0.0004	0.0015
TARNet 2024.09		0.0021	0.0001	0.0004	0.0016
Adjusted Direct 2024.09		0.0022	0.0012	0.0019	0.0026
FlexTENet 2024.09		0.0023	0.0001	0.0003	0.0016
DRNet 2024.09		0.0029	0.0001	0.0005	0.0024
TNet 2024.09		0.0032	0.0002	0.0008	0.0029
RANet 2024.09		0.0033	0.0002	0.0009	0.003
Regression Discontinuity 2024.09		0.0033	0.0015	0.0026	0.0043
TMLE 2024.09		0.0034	0.0001	0.0007	0.0035
SNet 2024.09		0.0049	0.0004	0.0018	0.005
SNet3 2024.09		0.005	0.0005	0.0019	0.0053
Horvitz-Thompson 2024.09		0.0059	0.0003	0.0017	0.0079
DragonNet 2024.09		0.0078	0.0005	0.0024	0.0079
PWNet 2024.09		0.0081	0.0009	0.0036	0.0098
Direct Difference 2024.09		0.184	0.111	0.17	0.226