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

38.8SHD

DAGAF

Updated 11d ago

Evaluation Results

Method	Links
DAGAF 2026.04		38.8
DAG-WGAN+ 2026.04		49.1
DCRL 2026.04		53.3
DAG-WGAN 2026.04		58.6
VI-DP-DAG 2026.04		63.7
DAG-NF 2026.04		64.2
CAREFL 2026.04		66.9
GraN-DAG 2026.04		68.4
DAG-Notears-MLP 2026.04		74
GAE 2026.04		80.2
DAG-GNN 2026.04		85.4
DAG-Notears 2026.04		102.8