Causal Effect Estimation on IHDP 1000 realizations from NPCI package (train val)
0.14MAEDragonnet
Evaluation Results
| Method | Links | |
|---|---|---|
| Dragonnet2019.06 | 0.14 | |
| Dragonnet + t-regtargeted_regularization=true2019.06 | 0.14 | |
| baseline + t-regtargeted_regularization=true2019.06 | 0.15 | |
| baseline (TARNET)implementation=this paper2019.06 | 0.16 | |
| CFR Wassreported_from=previous work2019.06 | 0.25 | |
| TARNETreported_from=previous work2019.06 | 0.26 | |
| CEVAEsreported_from=previous work2019.06 | 0.34 | |
| BNNreported_from=previous work2019.06 | 0.37 | |
| GANITEreported_from=previous work2019.06 | 0.43 |