ResearchBenchmarksCausal Discovery on NTS-NOTEARS simulation dataCausal Discovery on NTS-NOTEARS simulation dataFollow96AccuracyNTS-NOTEARS46.0859.047284.96Jan 5, 2025Evaluation resultsMethodMethodLinksAccuracyPrecisionRecallFalse Positive Rate (FPR)Structural Hamming Distance (SHD)Balanced Accuracy (BA)F1 ScoreNTS-NOTEARS2025.019610091.670—95.8395.65c-GC*2025.016861.119253.857.17368.9173.33c-GC2025.016861.119253.857.17368.9173.33TCDF2025.014833.3344.4450—47.2238.09Tigramitevariant=PCMCIvariant=PCMCI2025.014847.8291.6792.31—49.6862.85Tigramitevariant=FullCIvariant=FullCI2025.014847.8391.6792.31—49.6862.85