ResearchBenchmarksCausal Discovery on non-linear-2 (d=20, 5000 samples) (test)Follow5.8SHDDAGAF5.1369.61814.118.582Apr 5, 2026Evaluation ResultsMethodMethodLinksSHDDAGAF2026.045.8DCRL2026.047.1VI-DP-DAG2026.049.3DAG-NF2026.049.7CAREFL2026.0410.5GraN-DAG2026.0411.6DAG-WGAN+2026.0412.3DAG-Notears-MLP2026.0413.8DAG-WGAN2026.0415.2GAE2026.0417.4DAG-GNN2026.0419.2DAG-Notears2026.0422.4