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Treatment Effect Estimation on RORCO semi-synthetic

0MSE

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
TARNet 2024.09		0.0002	0	0.0001	0.0002
RANet 2024.09		0.0008	0	0.0002	0.0007
TNet 2024.09		0.0008	0.0001	0.0003	0.0004
XNet 2024.09		0.001	0	0.0002	0.0009
OffsetNet 2024.09		0.0011	0.0008	0.001	0.0014
FlexTENet 2024.09		0.0012	0	0.0001	0.0005
Propensity Stratification 2024.09		0.0026	0.0015	0.0023	0.0033
RNet 2024.09		0.003	0.0025	0.0028	0.0034
Off-policy 2024.09		0.0032	0.0019	0.0029	0.0041
Regression Discontinuity 2024.09		0.0047	0.0027	0.0038	0.0055
DRNet 2024.09		0.005	0.0002	0.0006	0.0023
Adjusted Direct 2024.09		0.0063	0.0053	0.0062	0.0071
Horvitz-Thompson 2024.09		0.0106	0.0043	0.0092	0.0144
Direct Prediction 2024.09		0.0136	0.0036	0.0102	0.0194
SNet3 2024.09		0.018	0.0035	0.0098	0.025
DragonNet 2024.09		0.0218	0.0044	0.0171	0.0246
SNet 2024.09		0.0257	0.0049	0.0121	0.0362
TMLE 2024.09		0.119	0.0072	0.026	0.0743
PWNet 2024.09		0.228	0.007	0.04	0.282
Direct Difference 2024.09		0.448	0.357	0.418	0.579