ResearchBenchmarksRuntime Efficiency on Synthetic Graphs d=10Follow0Runtime (seconds)R2-Sort-0.170040.977732.12553.27327Sep 16, 2025Evaluation ResultsMethodMethodLinksRuntime (seconds)R2-Sort2025.090Var-Sort2025.090ICA-LiNGAM2025.090.043Direct-LiNGAM2025.090.05FICO2025.090.797CaPS2025.091.074RESIT2025.091.091SKEW2025.091.202SCORE2025.091.883HOST2025.091.967TOPIC2025.091.984NoGAM2025.094.251