ResearchBenchmarksCausal Discovery on non-linear-2 d=100, 5000 samples (test)Causal Discovery on non-linear-2 d=100, 5000 samples (test)Follow51.8Structural Hamming Distance (SHD)DAGAF49.3665.8382.398.77Apr 5, 2026Evaluation resultsMethodMethodLinksStructural Hamming Distance (SHD)DAGAF2026.0451.8DAG-WGAN+2026.0456.7DCRL2026.0459.5DAG-WGAN2026.0464.2VI-DP-DAG2026.0467.3DAG-NF2026.0468.1CAREFL2026.0469.9GraN-DAG2026.0471.6DAG-Notears-MLP2026.0485.6GAE2026.0488.4DAG-GNN2026.0491.8DAG-Notears2026.04112.8