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ResearchFormerly WizWand

Causal Structure Learning on Linear Synthetic Data d=20, 5000 samples

2SHDDAGAF
1.5284.7147.911.086Apr 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DAGAF2026.042
DCRL2026.043.1
VI-DP-DAG2026.044.5
DAG-NF2026.045.2
DAG-WGAN+2026.045.6
CAREFL2026.045.9
GraN-DAG2026.046.4
DAG-Notears-MLP2026.047.6
DAG-WGAN2026.049.2
GAE2026.0410.3
DAG-GNN2026.0411.4
DAG-Notears2026.0413.8