CATE estimation on IHDP-100 Setup D (out-of-sample)
1.392RMSEReparam.
Evaluation results
| Method | Links | |
|---|---|---|
| Reparam.Normalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 1.392 | |
| DR (+TARNet)Normalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 1.448 | |
| TARNet + regNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 1.647 | |
| DR (+TNet)Normalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 1.74 | |
| TARNetNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 1.804 | |
| FlexTENetNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 2.057 | |
| TNet + regNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 2.382 | |
| TNetNormalization=Unnormalized, Number of runs=100, Implementation=Ours2021.06 | 2.854 |