| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Exponential | DAGMA | Adj Precision100 | 30 | 1mo ago | |
| magic-irri n=100 | PARNI-DAG | SHD91.85 | 11 | 1mo ago | |
| magic-niab n=100 | Order MCMC | SHD62.05 | 11 | 1mo ago | |
| ecoli70 n=100 | PARNI-DAG | SHD37.55 | 11 | 1mo ago | |
| Extended Synthetic Experiment 24 datasets | VISL | Adjacency Recall69.8 | 9 | 1mo ago | |
| arth150 n=100 | PARNI-DAG | SHD97.6 | 7 | 1mo ago | |
| UCI Dataset 7 | B-SPBN-FKDE-Simple | HC Ratio (|Pa(i)|=1)2.82 | 4 | 16d ago | |
| UCI Dataset 6 | B-SPBN-FKDE-Simple | HC Ratio (|Pa(i)| = 1)3.84 | 4 | 16d ago | |
| UCI Dataset 5 | B-SPBN-FKDE-Simple | HC Ratio (|Pa(i)| = 1)2.85 | 4 | 16d ago | |
| UCI Dataset 4 | B-SPBN-FKDE-Simple | HC Ratio (|Pa(i)| = 1)4.47 | 4 | 16d ago | |
| UCI Dataset 3 | B-SPBN-FKDE-Simple | HC Ratio (|Pa(i)| = 1)4.48 | 4 | 16d ago | |
| UCI Dataset 2 | B-SPBN-FKDE-Simple | HC Ratio (|Pa(i)| = 1)3.89 | 4 | 16d ago | |
| UCI Dataset 1 | B-SPBN-FKDE-Simple | HC Ratio (Parent Size = 1)3.87 | 4 | 16d ago | |
| backache | Wasserstein DRO | BIC-1,729.8364 | 2 | 1mo ago | |
| voting | BIC-2,456.1489 | 2 | 1mo ago | ||
| Alarm 37 nodes | - | - | 0 | 1mo ago | |
| Insurance 27 nodes | - | - | 0 | 1mo ago | |
| Child 20 nodes | - | - | 0 | 1mo ago | |
| Sachs 11 nodes | - | - | 0 | 1mo ago |
