Causal Discovery on non-linear-2 d=50, 5000 samples (test) benchmark leaderboard · SOTA2 Research

Causal Discovery on non-linear-2 d=50, 5000 samples (test)

14.2Structural Hamming DistanceDAGAF

Evaluation Results

Method	Links
DAGAF2026.04		14.2
DCRL2026.04		15.1
DAG-WGAN+2026.04		17.5
DAG-WGAN2026.04		22.6
VI-DP-DAG2026.04		23.8
DAG-NF2026.04		24.3
CAREFL2026.04		24.8
GraN-DAG2026.04		25.2
DAG-Notears-MLP2026.04		30.4
GAE2026.04		33.7
DAG-GNN2026.04		36.2
DAG-Notears2026.04		47.6