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ResearchFormerly WizWand

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

14.2Structural Hamming DistanceDAGAF
12.86421.88230.939.918Apr 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DAGAF2026.0414.2
DCRL2026.0415.1
DAG-WGAN+2026.0417.5
DAG-WGAN2026.0422.6
VI-DP-DAG2026.0423.8
DAG-NF2026.0424.3
CAREFL2026.0424.8
GraN-DAG2026.0425.2
DAG-Notears-MLP2026.0430.4
GAE2026.0433.7
DAG-GNN2026.0436.2
DAG-Notears2026.0447.6