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ResearchFormerly WizWand

Causal Structure Learning on Linear Synthetic Data d=10 5000 samples

1.4SHDDAGAF
1.1123.05656.944Apr 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DAGAF2026.041.4
DCRL2026.041.8
VI-DP-DAG2026.042.1
DAG-NF2026.042.4
CAREFL2026.042.7
GraN-DAG2026.043.4
DAG-WGAN+2026.043.7
DAG-Notears-MLP2026.044.6
DAG-WGAN2026.045.2
GAE2026.045.5
DAG-GNN2026.046
DAG-Notears2026.048.6