Graph Structure Learning on 50-node Erdős-Rényi graphs (p=0.5)
476.33Skeleton Structural Hamming Distance (SHD)GAS+
Evaluation results
| Method | Links | |
|---|---|---|
| GAS+Number of Samples=100002026.03 | 476.33 | |
| GAS+Number of Samples=50002026.03 | 492.33 | |
| GAS+Number of Samples=10002026.03 | 500.33 | |
| GAS+Number of Samples=1000002026.03 | 508.33 | |
| GAS+Number of Samples=5002026.03 | 514.33 | |
| PCNumber of Samples=50002026.03 | 523 | |
| PCNumber of Samples=1000002026.03 | 534.67 | |
| PCNumber of Samples=100002026.03 | 538 | |
| PCNumber of Samples=5002026.03 | 540 | |
| PCNumber of Samples=10002026.03 | 554.33 | |
| PCNumber of Samples=1002026.03 | 567 | |
| PCNumber of Samples=502026.03 | 568.33 | |
| GAS+Number of Samples=1002026.03 | 573.33 | |
| GASNumber of Samples=1002026.03 | 579.67 | |
| GASNumber of Samples=502026.03 | 585 | |
| GASNumber of Samples=10002026.03 | 596.33 | |
| GASNumber of Samples=5002026.03 | 597.67 | |
| GAS+Number of Samples=502026.03 | 598 | |
| GASNumber of Samples=100002026.03 | 604 | |
| GASNumber of Samples=1000002026.03 | 605.67 | |
| GASNumber of Samples=50002026.03 | 607 |