Average Treatment Effect Estimation on Twins (n=1600)
0.061Mean Absolute ATE Error (eATE)MR (Ours)
Evaluation Results
| Method | Links | |
|---|---|---|
| MR (Ours)Number of evaluation datapoints (n)=1600, Number of seeds=102023.12 | 0.061 | |
| IPWNumber of evaluation datapoints (n)=1600, Number of seeds=102023.12 | 0.067 | |
| DRNumber of evaluation datapoints (n)=1600, Number of seeds=102023.12 | 0.071 | |
| SwitchDRNumber of evaluation datapoints (n)=1600, Number of seeds=102023.12 | 0.071 | |
| DMNumber of evaluation datapoints (n)=1600, Number of seeds=102023.12 | 0.092 | |
| DRosNumber of evaluation datapoints (n)=1600, Number of seeds=102023.12 | 0.093 |