ResearchBenchmarksBivariate Causal Discovery on SigFollow90AccuracyQPE-f3.6826.0948.570.91Sep 16, 2025Evaluation ResultsMethodMethodLinksAccuracyQPE-fTime (s)=7.804Time (s)=7.8042025.0990QPE-kTime (s)=0.009Time (s)=0.0092025.0989CVELTime (s)=1.597Time (s)=1.5972025.0984LOCITime (s)=14.981Time (s)=14.9812025.0970ANMTime (s)=0.250Time (s)=0.2502025.0944PNLTime (s)=37.770Time (s)=37.7702025.0943CDCITime (s)=0.001Time (s)=0.0012025.0942HECITime (s)=0.026Time (s)=0.0262025.0913CDSTime (s)=0.017Time (s)=0.0172025.098RECITime (s)=0.002Time (s)=0.0022025.097