Causal Discovery on non-linear-2 d=10, 5000 samples (test) benchmark leaderboard · SOTA2 Research

Causal Discovery on non-linear-2 d=10, 5000 samples (test)

1.4SHDDAGAF

Evaluation Results

Method	Links
DAGAF2026.04		1.4
DCRL2026.04		2.2
VI-DP-DAG2026.04		2.8
DAG-NF2026.04		3.3
CAREFL2026.04		3.8
GraN-DAG2026.04		4.2
DAG-WGAN+2026.04		5.1
DAG-Notears-MLP2026.04		5.4
DAG-WGAN2026.04		6.6
GAE2026.04		7.3
DAG-GNN2026.04		8.4
DAG-Notears2026.04		10.4