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ResearchFormerly WizWand

Causal Discovery on SCP sparse (test)

87.8Pair-level F1CDNOTS-Gated (GRACE)
0.12822.88945.6568.411Jun 22, 2026
Updated 4mo ago

Evaluation results

MethodLinks
CDNOTS-Gated (GRACE)d=50, T=20002026.0687.8
CDNOTS-Gated (GRACE)d=100, T=20002026.0685.9
CDNOTS-Gated (GRACE)d=20, T=20002026.0684.4
CDNOTS-Gated (GRACE)d=100, T=10002026.0683.4
CDNOTS-Gated (GRACE)d=50, T=10002026.0682.4
CDNOTS-Gated (GRACE)d=100, T=5002026.0682.1
CDNOTS-Gated (GRACE)d=50, T=5002026.0681.4
CDNOTS-Gated (GRACE)d=20, T=10002026.0681.3
CDNOTS-Gated (GRACE)d=100, T=3002026.0679.1
CDNOTS-Gated (GRACE)d=20, T=5002026.0673.6
CDNOTS-Gated (GRACE)d=50, T=3002026.0673.2
CDNOTS-Gated (GRACE)d=20, T=3002026.0666.2
CUTS+d=20, T=20002026.0662
CUTS+d=20, T=10002026.0651
CUTS+d=20, T=5002026.0644.1
CUTS+d=50, T=20002026.0640
CUTS+d=20, T=3002026.0634.6
CUTS+d=50, T=10002026.0618.6
CUTS+d=50, T=5002026.0613.9
CUTS+d=100, T=20002026.0611.7
CUTS+d=50, T=3002026.0611.2
CUTS+d=100, T=10002026.065.5
CUTS+d=100, T=5002026.064.3
CUTS+d=100, T=3002026.063.5