Causal Effect Estimation on BlogCatalog (out-of-sample)
0.3ϵATEC-HDNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| C-HDNetκ1=0.52025.01 | 0.3 | 4.4 | |
| NetDeconfκ1=0.52025.01 | 0.7 | 4.7 | |
| C-HDNetκ1=12025.01 | 0.7 | 4.8 | |
| C-HDNetκ1=22025.01 | 1.2 | 8.8 | |
| DRGNetκ1=0.52025.01 | 1.3 | 7.4 | |
| NetDeconfκ1=12025.01 | 1.3 | 4.7 | |
| BARTκ1=0.52025.01 | 1.5 | 3.9 | |
| TARNetκ1=0.52025.01 | 1.7 | 10.8 | |
| DRGNetκ1=12025.01 | 1.8 | 9.7 | |
| NetDeconfκ1=22025.01 | 2.1 | 9.1 | |
| BARTκ1=12025.01 | 2.4 | 5.5 | |
| TARNetκ1=12025.01 | 2.5 | 16.4 | |
| C-Forestκ1=12025.01 | 3.5 | 8.6 | |
| DRGNetκ1=22025.01 | 3.8 | 23 | |
| C-Forestκ1=0.52025.01 | 4.5 | 8.3 | |
| TARNetκ1=22025.01 | 4.9 | 35.3 | |
| C-VAEκ1=0.52025.01 | 6 | 11.7 | |
| BARTκ1=22025.01 | 8.3 | 12.6 | |
| C-VAEκ1=12025.01 | 8.9 | 14.4 | |
| C-Forestκ1=22025.01 | 11.6 | 22.9 | |
| C-VAEκ1=22025.01 | 21.3 | 30.6 |