Structure Recovery on Erdős-Rényi (ER) graphs (synthetic)
110SHDpolyDAG-Geo (hgeo)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| polyDAG-Geo (hgeo)graph size d=1002026.06 | 110 | 75.8 | 84.4 | 3.44 | |
| NOTEARS (hexp)graph size d=1002026.06 | 125 | 73.1 | 83.3 | 5.16 | |
| polyDAG-Geo (hgeo)graph size d=2002026.06 | 241.3 | 74.5 | 85.4 | 3.89 | |
| NOTEARS (hexp)graph size d=2002026.06 | 279.7 | 70.2 | 80.3 | 5.09 | |
| polyDAG-Geo (hgeo)graph size d=5002026.06 | 505 | 76.3 | 84 | 5.21 | |
| NOTEARS (hexp)graph size d=5002026.06 | 550.7 | 74.3 | 82.5 | 6.1 |