ResearchBenchmarksRuntime Efficiency on Synthetic Graphs d=50Follow0Runtime (seconds)R2-Sort-3.7031221.2929446.28971.28506Sep 16, 2025Evaluation ResultsMethodMethodLinksRuntime (seconds)R2-Sort2025.090Var-Sort2025.090ICA-LiNGAM2025.090.638Direct-LiNGAM2025.095.076FICO2025.095.55HOST2025.097.177SKEW2025.098.022CaPS2025.0910.822SCORE2025.0914.18RESIT2025.0940.01TOPIC2025.0960.869NoGAM2025.0992.578