ResearchBenchmarksCausal Discovery on SERGIO-GRN n=200, |E|=400, sample size=20000Causal Discovery on SERGIO-GRN n=200, |E|=400, sample size=20000Follow34.5mAPCauScale-0.348.70517.7526.795Feb 9, 2026Evaluation resultsMethodMethodLinksmAPSHDAUCOARuntime (s)CauScale2026.0234.5336.890.390.92.5195SDCD2026.022.11,26549.93.7670.1INVCOV2026.021.2409.852.4—0.0995SEA-gies2026.021.2407.85557.0717.288CORR2026.021.1409.852.7—0.0147NOTEARS2026.02159149.80.45,805.9