Causal Effect Estimation on IHDP 40 confounded datasets
0.566Mean Abs ATE Prop ErrorZNet
Evaluation results
| Method | Links | |
|---|---|---|
| ZNetDownstream estimator=DeepIV, Datasets=402026.02 | 0.566 | |
| TARNetDatasets=402026.02 | 0.619 | |
| VIVDownstream estimator=DeepIV, Datasets=402026.02 | 0.654 | |
| AutoIVDownstream estimator=DeepIV, Datasets=402026.02 | 0.667 | |
| GIVDownstream estimator=DeepIV, Datasets=402026.02 | 0.704 | |
| ZNetDownstream estimator=DF IV, Datasets=402026.02 | 0.773 | |
| AutoIVDownstream estimator=DF IV, Datasets=402026.02 | 0.837 | |
| VIVDownstream estimator=DF IV, Datasets=402026.02 | 0.986 | |
| GIVDownstream estimator=DF IV, Datasets=402026.02 | 1.077 |