Causal Structure Learning on Linear Synthetic Data d=20, 5000 samples benchmark leaderboard · SOTA2 Research

Causal Structure Learning on Linear Synthetic Data d=20, 5000 samples

2SHDDAGAF

Evaluation Results

Method	Links
DAGAF2026.04		2
DCRL2026.04		3.1
VI-DP-DAG2026.04		4.5
DAG-NF2026.04		5.2
DAG-WGAN+2026.04		5.6
CAREFL2026.04		5.9
GraN-DAG2026.04		6.4
DAG-Notears-MLP2026.04		7.6
DAG-WGAN2026.04		9.2
GAE2026.04		10.3
DAG-GNN2026.04		11.4
DAG-Notears2026.04		13.8