Our new X account is live! Follow @wizwand_team for updates

Treatment Effect Estimation on ACIC semi-synthetic 2016 (test)

0Mean 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
FlexTENet 2024.09		0.0007	0.0001	0.0002	0.0004
XNet 2024.09		0.0007	0	0.0004	0.001
TARNet 2024.09		0.0007	0	0.0001	0.0002
TNet 2024.09		0.0008	0	0.0001	0.0003
RANet 2024.09		0.0008	0	0.0001	0.0002
OffsetNet 2024.09		0.0009	0.0006	0.0009	0.0011
Regression Discontinuity 2024.09		0.0015	0.0006	0.0011	0.002
Propensity Stratification 2024.09		0.0016	0.0013	0.0015	0.0019
Off-policy 2024.09		0.0036	0.002	0.0032	0.0048
Direct Prediction 2024.09		0.0051	0.0014	0.0037	0.0076
RNet 2024.09		0.0051	0.0045	0.005	0.0057
Horvitz-Thompson 2024.09		0.0055	0.0007	0.0036	0.0074
Adjusted Direct 2024.09		0.0058	0.0051	0.0058	0.0064
DragonNet 2024.09		0.0207	0.0071	0.0183	0.0322
SNet3 2024.09		0.0398	0.0071	0.0283	0.0637
SNet 2024.09		0.0567	0.0153	0.0499	0.0958
TMLE 2024.09		0.142	0.0051	0.0281	0.0859
Direct Difference 2024.09		0.445	0.385	0.434	0.503
PWNet 2024.09		12.1	0.0443	0.483	6.66
DRNet 2024.09		14.1	0.0013	0.0066	0.0361