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Treatment Effect Estimation on ACIC semi-synthetic 2017

0Mean TEE Error

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
TARNet 2024.09		0.0002	0	0.0001	0.0003
FlexTENet 2024.09		0.0005	0.0001	0.0002	0.0004
OffsetNet 2024.09		0.0009	0.0006	0.0008	0.0011
XNet 2024.09		0.0009	0.0001	0.0002	0.0012
TNet 2024.09		0.0014	0	0.0001	0.0005
RANet 2024.09		0.0014	0	0.0001	0.0004
Propensity Stratification 2024.09		0.0016	0.0012	0.0016	0.002
Regression Discontinuity 2024.09		0.0028	0.0017	0.0023	0.0036
Direct Prediction 2024.09		0.0042	0.0007	0.0027	0.0065
Off-policy 2024.09		0.0048	0.0025	0.0038	0.0065
RNet 2024.09		0.005	0.0044	0.0048	0.0056
Adjusted Direct 2024.09		0.0057	0.0051	0.0057	0.0064
Horvitz-Thompson 2024.09		0.006	0.0009	0.0031	0.0077
DragonNet 2024.09		0.0217	0.0102	0.0177	0.0294
SNet3 2024.09		0.0335	0.0053	0.0157	0.0548
SNet 2024.09		0.0479	0.0112	0.0388	0.0713
TMLE 2024.09		0.347	0.0086	0.0363	0.174
Direct Difference 2024.09		0.418	0.364	0.41	0.461
PWNet 2024.09		22.8	0.0109	0.284	1.81
DRNet 2024.09		180	0.0006	0.0018	0.0087