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magic-niab dataset and benchmarks · SOTA2 Research

Research Datasets

magic-niab

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Structure Learning

magic-niab n=100

62.05SHD

11

Causal discovery

MAGIC-NIAB semi-synthetic n=100, p=44, s=66

0.98nSHD

6

Optimal adjustment set identification

MAGIC-NIAB

14,940CI Tests

6

Popular tasks

Causal Discovery Structure learning Optimal adjustment set identification

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