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Papers Benchmarks Datasets Tasks

Hailfinder dataset and benchmarks · SOTA2 Research

Research Datasets

Hailfinder

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Bayesian network structure discovery

Hailfinder

20SHD

39

Causal Structure Learning

Hailfinder

92F1 Score

8

Ranking direct causal variables

Hailfinder ScenRelAMCIN

1.43Average Rank

5

Ranking direct causal variables

Hailfinder WindFieldMt

2.13Average Rank

5

Causal Variable Selection

Hailfinder ScenRelAMCIN

0.69Computation Time (s)

5

Conditional Probability Inference

Hailfinder network

62.534Computation Time

4

Popular tasks

Ranking direct causal variables Causal Structure Learning Causal Variable Selection Conditional Probability Inference Bayesian network structure discovery

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