Treatment Effect Estimation on RORCO semi-synthetic benchmark leaderboard · SOTA2 Research

Treatment Effect Estimation on RORCO semi-synthetic

0MSEDoubly Robust

Evaluation Results

Method	Links
Doubly Robust2024.09		0	0	0	0
Double-Double2024.09		0	0	0	0
TARNet2024.09		0.0002	0	0.0001	0.0002
RANet2024.09		0.0008	0	0.0002	0.0007
TNet2024.09		0.0008	0.0001	0.0003	0.0004
XNet2024.09		0.001	0	0.0002	0.0009
OffsetNet2024.09		0.0011	0.0008	0.001	0.0014
FlexTENet2024.09		0.0012	0	0.0001	0.0005
Propensity Stratification2024.09		0.0026	0.0015	0.0023	0.0033
RNet2024.09		0.003	0.0025	0.0028	0.0034
Off-policy2024.09		0.0032	0.0019	0.0029	0.0041
Regression Discontinuity2024.09		0.0047	0.0027	0.0038	0.0055
DRNet2024.09		0.005	0.0002	0.0006	0.0023
Adjusted Direct2024.09		0.0063	0.0053	0.0062	0.0071
Horvitz-Thompson2024.09		0.0106	0.0043	0.0092	0.0144
Direct Prediction2024.09		0.0136	0.0036	0.0102	0.0194
SNet32024.09		0.018	0.0035	0.0098	0.025
DragonNet2024.09		0.0218	0.0044	0.0171	0.0246
SNet2024.09		0.0257	0.0049	0.0121	0.0362
TMLE2024.09		0.119	0.0072	0.026	0.0743
PWNet2024.09		0.228	0.007	0.04	0.282
Direct Difference2024.09		0.448	0.357	0.418	0.579