Causal Structure Learning on Linear Synthetic Data d=50, 5000 samples benchmark leaderboard · SOTA2 Research

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

16.4SHDDAGAF

Evaluation Results

Method	Links
DAGAF2026.04		16.4
DAG-WGAN+2026.04		17.2
DCRL2026.04		18.7
DAG-WGAN2026.04		19.6
VI-DP-DAG2026.04		22.4
DAG-NF2026.04		23.1
CAREFL2026.04		24.9
GraN-DAG2026.04		25.2
DAG-Notears-MLP2026.04		29.6
GAE2026.04		31.3
DAG-GNN2026.04		33.6
DAG-Notears2026.04		41.8