Causal Structure Learning on Linear Synthetic Data d=100, 5000 samples benchmark leaderboard · SOTA2 Research

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

38.8SHDDAGAF

Evaluation Results

Method	Links
DAGAF2026.04		38.8
DAG-WGAN+2026.04		49.1
DCRL2026.04		53.3
DAG-WGAN2026.04		58.6
VI-DP-DAG2026.04		63.7
DAG-NF2026.04		64.2
CAREFL2026.04		66.9
GraN-DAG2026.04		68.4
DAG-Notears-MLP2026.04		74
GAE2026.04		80.2
DAG-GNN2026.04		85.4
DAG-Notears2026.04		102.8