Causal Structure Learning on Linear Synthetic Data d=10 5000 samples benchmark leaderboard · SOTA2 Research

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

1.4SHDDAGAF

Evaluation Results

Method	Links
DAGAF2026.04		1.4
DCRL2026.04		1.8
VI-DP-DAG2026.04		2.1
DAG-NF2026.04		2.4
CAREFL2026.04		2.7
GraN-DAG2026.04		3.4
DAG-WGAN+2026.04		3.7
DAG-Notears-MLP2026.04		4.6
DAG-WGAN2026.04		5.2
GAE2026.04		5.5
DAG-GNN2026.04		6
DAG-Notears2026.04		8.6