ResearchBenchmarksCausal Discovery on Diamond Causal Graph Simulated (Irregular)Causal Discovery on Diamond Causal Graph Simulated (Irregular)Follow0.087NSHDCADYT0.064480.216490.36850.52051Dec 16, 2025Evaluation resultsMethodMethodLinksNSHDAUPRCCADYTKernel=PolynomialKernel=Polynomial2025.120.08792.5CADYTKernel=RBFKernel=RBF2025.120.11286.6PCMCI+2025.120.46213.9VARLINGAM2025.120.61218.1DYNOTEARS2025.120.6518.4