CATE estimation on IHDP Setup D (in-sample)
0.2Normalized RMSETARNet + reg
Evaluation Results
| Method | Links | |
|---|---|---|
| TARNet + reg2021.06 | 0.2 | |
| DR (+TARNet)2021.06 | 0.2 | |
| Reparam.2021.06 | 0.2 | |
| DragonNet + regRegularization=true2021.06 | 0.203 | |
| TARNet + regRegularization=true2021.06 | 0.205 | |
| DR (+TNet)2021.06 | 0.22 | |
| TARNet2021.06 | 0.22 | |
| FlexTENet2021.06 | 0.22 | |
| DragonNet2021.06 | 0.222 | |
| FlexTENet2021.06 | 0.224 | |
| TARNet2021.06 | 0.225 | |
| SNet + regRegularization=true2021.06 | 0.252 | |
| TNet + regRegularization=true2021.06 | 0.26 | |
| TNet + reg2021.06 | 0.26 | |
| SNet2021.06 | 0.261 | |
| TNet2021.06 | 0.29 | |
| TNet2021.06 | 0.29 |