Causal Structure Learning on Theoretical Analysis
2Worst-case CostSCOPE
Evaluation Results
| Method | Links | |
|---|---|---|
| SCOPECategory=Sparse Cholesky2026.05 | 2 | |
| FROSTYCategory=Sparse Cholesky2026.05 | 2 | |
| PCCategory=Constraint-based2026.05 | 2 | |
| GSPCategory=Constraint-based2026.05 | 2 | |
| GESCategory=Score-based2026.05 | 2 | |
| MMHCCategory=Score-based2026.05 | 2 | |
| NOTEARSCategory=Continuous opt.2026.05 | 2 | |
| GOLEMCategory=Continuous opt.2026.05 | 2 | |
| RFDCategory=Sparse Cholesky2026.05 | 3 |