ResearchBenchmarksCausal Discovery on Ours OriginalFollow0.821AUROCSLOPE0.449720.546110.64250.73889Dec 10, 2025Evaluation ResultsMethodMethodLinksAUROCAccuracyAUROC (Weighted Avg)SLOPE2025.120.82170.60.764IGCI2025.120.80868.50.751RECI2025.120.78670.60.749EMD2025.120.78463.40.703CGNN2025.120.68961.80.671bQCD2025.120.61360.20.635LiNGAM2025.120.49650.50.507PNL2025.120.47148.20.479ANM2025.120.464410.44