Causal Discovery on non-linear-2 d=100, 5000 samples (test) benchmark leaderboard · SOTA2 Research

Causal Discovery on non-linear-2 d=100, 5000 samples (test)

51.8Structural Hamming Distance (SHD)DAGAF

Evaluation Results

Method	Links
DAGAF2026.04		51.8
DAG-WGAN+2026.04		56.7
DCRL2026.04		59.5
DAG-WGAN2026.04		64.2
VI-DP-DAG2026.04		67.3
DAG-NF2026.04		68.1
CAREFL2026.04		69.9
GraN-DAG2026.04		71.6
DAG-Notears-MLP2026.04		85.6
GAE2026.04		88.4
DAG-GNN2026.04		91.8
DAG-Notears2026.04		112.8