Causal Discovery on Synthetic Datasets (d=100, 200, 500 aggregated)
285.4SHDpolyDAG-Geo
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| polyDAG-Geoloss_function=h_geo2026.06 | 285.4 | 75.6 | 84.6 | 4.18 | 69.1 | |
| NOTEARS-Exploss_function=h_exp2026.06 | 318.4 | 72.5 | 82 | 5.45 | 65.3 |
| Method | Links | |||||
|---|---|---|---|---|---|---|
| polyDAG-Geoloss_function=h_geo2026.06 | 285.4 | 75.6 | 84.6 | 4.18 | 69.1 | |
| NOTEARS-Exploss_function=h_exp2026.06 | 318.4 | 72.5 | 82 | 5.45 | 65.3 |