Causal Effect Estimation on BlogCatalog simulated (In-sample)
0.6ATE Error (Epsilon)C-HDNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| C-HDNetkappa_1=0.52025.01 | 0.6 | 2.7 | |
| NetDeconfkappa_1=0.52025.01 | 0.7 | 4.7 | |
| C-HDNetkappa_1=12025.01 | 0.8 | 4.1 | |
| NetDeconfkappa_1=12025.01 | 1.3 | 4.7 | |
| TARNetkappa_1=0.52025.01 | 1.4 | 8.4 | |
| DRGNetkappa_1=0.52025.01 | 1.4 | 6.8 | |
| DRGNetkappa_1=12025.01 | 1.8 | 11.8 | |
| C-VAEkappa_1=0.52025.01 | 1.8 | 8.5 | |
| TARNetkappa_1=12025.01 | 2 | 14.2 | |
| C-HDNetkappa_1=22025.01 | 2 | 7.4 | |
| NetDeconfkappa_1=22025.01 | 2.1 | 9.1 | |
| C-Forestkappa_1=12025.01 | 3.5 | 8.5 | |
| DRGNetkappa_1=22025.01 | 3.9 | 24 | |
| TARNetkappa_1=22025.01 | 4.4 | 28.6 | |
| C-Forestkappa_1=0.52025.01 | 4.4 | 8.3 | |
| C-VAEkappa_1=12025.01 | 5.7 | 16.3 | |
| BARTkappa_1=0.52025.01 | 5.9 | 10.4 | |
| BARTkappa_1=12025.01 | 6.4 | 10.9 | |
| C-VAEkappa_1=22025.01 | 9.4 | 32.2 | |
| C-Forestkappa_1=22025.01 | 11.9 | 22.3 | |
| BARTkappa_1=22025.01 | 17.4 | 28.2 |