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Benchmarks
Causal Discovery on Diverse graph topologies (d=50, T=1000)
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97.6
Pair-level AUROC
GRACE
79.608
84.279
88.95
93.621
Jun 22, 2026
Pair-level AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Pair-level AUROC
GRACE
Topology=Small-world
2026.06
97.6
CUTS+
Topology=Small-world
2026.06
96.6
CUTS+
Topology=Scale-free
2026.06
93.2
GRACE
Topology=Scale-free
2026.06
90.2
GRACE
Topology=Erdős–Rényi
2026.06
83.9
CUTS+
Topology=Erdős–Rényi
2026.06
80.3
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