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Latent Hierarchical Causal Structure Discovery

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Synthetic Gaussian IL2H Structure

0.3Metric 3 Score

24

Feb 26, 2026

Measurement Model Uniform noise

Latent Hierarchical Causal Structure Discovery algorithm

100Discovery Score

12

Feb 26, 2026

Tree Uniform noise

Latent Hierarchical Causal Structure Discovery algorithm

89Performance Score

12

Feb 26, 2026

IL2H Uniform noise

Latent Hierarchical Causal Structure Discovery algorithm

0.76Metric 2 Score

12

Feb 26, 2026

Synthetic Gaussian Tree Structure

0.01Metric 3

12

Feb 26, 2026