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Causal Structure Learning on Linear Synthetic Data d=50, 5000 samples

16.4SHD

DAGAF

Updated 11d ago

Evaluation Results

Method	Links
DAGAF 2026.04		16.4
DAG-WGAN+ 2026.04		17.2
DCRL 2026.04		18.7
DAG-WGAN 2026.04		19.6
VI-DP-DAG 2026.04		22.4
DAG-NF 2026.04		23.1
CAREFL 2026.04		24.9
GraN-DAG 2026.04		25.2
DAG-Notears-MLP 2026.04		29.6
GAE 2026.04		31.3
DAG-GNN 2026.04		33.6
DAG-Notears 2026.04		41.8