DAG Learning on ER2 graph models
37.77SHDDAGMA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DAGMAnumber of nodes (d)=2002022.09 | 37.77 | 0.06 | |
| DAGMAnumber of nodes (d)=3002022.09 | 86.65 | 0.13 | |
| NOTEARSnumber of nodes (d)=2002022.09 | 105.58 | 1.28 | |
| DAGMAnumber of nodes (d)=5002022.09 | 211.68 | 0.37 | |
| GOLEMnumber of nodes (d)=2002022.09 | 215.68 | 0.32 | |
| NOTEARSnumber of nodes (d)=3002022.09 | 217.73 | 3.42 | |
| DAGMAnumber of nodes (d)=8002022.09 | 285.9 | 1.15 | |
| NOTEARSnumber of nodes (d)=5002022.09 | 441.72 | 10.84 | |
| DAGMAnumber of nodes (d)=10002022.09 | 473.7 | 2.09 | |
| GOLEMnumber of nodes (d)=3002022.09 | 552.72 | 0.73 | |
| NOTEARSnumber of nodes (d)=8002022.09 | 829.08 | 28.79 | |
| GOLEMnumber of nodes (d)=5002022.09 | 1,390.43 | 2.32 | |
| GOLEMnumber of nodes (d)=8002022.09 | 2,919.14 | 7.13 | |
| GOLEMnumber of nodes (d)=10002022.09 | 4,083.03 | 12.5 |