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Hailfinder

Benchmarks

Task NameDataset NameSOTA ResultTrend
Bayesian network structure discoveryHailfinder
SHD20
39
Causal Structure LearningHailfinder
F1 Score (Directed Edge)86
6
Ranking direct causal variablesHailfinder ScenRelAMCIN
Average Rank1.43
5
Ranking direct causal variablesHailfinder WindFieldMt
Average Rank2.13
5
Causal Variable SelectionHailfinder ScenRelAMCIN
Computation Time (s)0.69
5
Conditional Probability InferenceHailfinder network
Computation Time62.5342
4
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