ResearchBenchmarksCausal Discovery on Synthetic Scenario D6Follow0.1753SHDRetiSEM0.1640120.2402060.31640.392594Jun 23, 2026Evaluation ResultsMethodMethodLinksSHDAdjacency F1Orientation F1Causal AccuracyRetiSEM2026.060.175360.3760.3782.47NOTEARS2026.060.296510.9210.8770.35PC2026.060.332910.251.7766.71DAGMA2026.060.373871.348.3755.45DECI2026.060.381271.0847.5754.76LiNGAM2026.060.457550.654.4954.25