Structure learning

Benchmarks

Dataset Name	SOTA Method	Metric
Exponential	DAGMA	Adj Precision100	30	4mo ago
magic-irri n=100	PARNI-DAG	SHD91.85	11	4mo ago
magic-niab n=100	Order MCMC	SHD62.05	11	4mo ago
ecoli70 n=100	PARNI-DAG	SHD37.55	11	4mo ago
Extended Synthetic Experiment 24 datasets	VISL	Adjacency Recall69.8	9	4mo ago
arth150 n=100	PARNI-DAG	SHD97.6	7	4mo ago
Gaussian Graphical Models Glauber dynamics		Trajectory Length2	4	24d ago
UCI Dataset 7	B-SPBN-FKDE-Simple	HC Ratio (\|Pa(i)\|=1)2.82	4	3mo ago
UCI Dataset 6	B-SPBN-FKDE-Simple	HC Ratio (\|Pa(i)\| = 1)3.84	4	3mo ago
UCI Dataset 5	B-SPBN-FKDE-Simple	HC Ratio (\|Pa(i)\| = 1)2.85	4	3mo ago
UCI Dataset 4	B-SPBN-FKDE-Simple	HC Ratio (\|Pa(i)\| = 1)4.47	4	3mo ago
UCI Dataset 3	B-SPBN-FKDE-Simple	HC Ratio (\|Pa(i)\| = 1)4.48	4	3mo ago
UCI Dataset 2	B-SPBN-FKDE-Simple	HC Ratio (\|Pa(i)\| = 1)3.89	4	3mo ago
UCI Dataset 1	B-SPBN-FKDE-Simple	HC Ratio (Parent Size = 1)3.87	4	3mo ago
backache	Wasserstein DRO	BIC-1,729.8364	2	4mo ago
voting		BIC-2,456.1489	2	4mo ago
Alarm 37 nodes	-	-	0	4mo ago
Insurance 27 nodes	-	-	0	4mo ago
Child 20 nodes	-	-	0	4mo ago
Sachs 11 nodes	-	-	0	4mo ago

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