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ResearchFormerly WizWand

Causal Structure Learning on Linear Synthetic Data d=100, 5000 samples

38.8SHDDAGAF
36.2453.5270.888.08Apr 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DAGAF2026.0438.8
DAG-WGAN+2026.0449.1
DCRL2026.0453.3
DAG-WGAN2026.0458.6
VI-DP-DAG2026.0463.7
DAG-NF2026.0464.2
CAREFL2026.0466.9
GraN-DAG2026.0468.4
DAG-Notears-MLP2026.0474
GAE2026.0480.2
DAG-GNN2026.0485.4
DAG-Notears2026.04102.8