CATE estimation on IHDP-100 Setup D (in-sample)
1.394RMSEReparam.
Evaluation results
| Method | Links | |
|---|---|---|
| Reparam.Normalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 1.394 | |
| DR (+TARNet)Normalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 1.463 | |
| TARNet + regNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 1.623 | |
| DR (+TNet)Normalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 1.764 | |
| TARNetNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 1.772 | |
| FlexTENetNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 1.966 | |
| TNet + regNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 2.355 | |
| TNetNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 2.857 |