Causal Effect Estimation on IHDP 1000 realizations from NPCI package (heldout)
0.2MAEbaseline + t-reg
Evaluation Results
| Method | Links | |
|---|---|---|
| baseline + t-regtargeted_regularization=true2019.06 | 0.2 | |
| Dragonnet + t-regtargeted_regularization=true2019.06 | 0.2 | |
| baseline (TARNET)implementation=this paper2019.06 | 0.21 | |
| Dragonnet2019.06 | 0.21 | |
| CFR Wassreported_from=previous work2019.06 | 0.27 | |
| TARNETreported_from=previous work2019.06 | 0.28 | |
| BNNreported_from=previous work2019.06 | 0.42 | |
| CEVAEsreported_from=previous work2019.06 | 0.46 | |
| GANITEreported_from=previous work2019.06 | 0.49 |