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Child

Benchmarks

Task NameDataset NameSOTA ResultTrend
Causal Graph DiscoveryChild 20 nodes, 25 edges
Accuracy46
36
Bayesian network structure discoveryChild
SHD18
24
Causal DiscoveryChild discrete (test)
Precision56
11
DAG LearningChild
Structural Hamming Distance (SHD)0
10
Causal DiscoveryChild d=20, |E|=25 medium-scale (test)
Precision100
8
DAG Structure LearningChild
Directed Edge F186
6
Causal Discoverychild
F1 Score95.2
5
Structure LearningChild 20 nodes
Metric-
0
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