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Graph Recovery on Synthetic Nonlinear SEM (Gumbel Noise) (test)

1AUPRCSCOUT
0.01720.272350.52750.78265May 15, 2026

Evaluation results

MethodLinks
SCOUTIntervention Type=Shift2026.051
SCOUTIntervention Type=Scale2026.051
BACKSHIFTIntervention Type=Scale2026.051
UT-IGSPIntervention Type=Scale2026.050.995
UT-IGSPIntervention Type=Shift2026.050.983
BACADIIntervention Type=Scale2026.050.87
BACKSHIFTIntervention Type=Shift2026.050.825
BACADIIntervention Type=Shift2026.050.825
BACADIIntervention Type=Noisy Function2026.050.55
UT-IGSPIntervention Type=Noisy Function2026.050.292
SCOUTIntervention Type=Noisy Function2026.050.158
BACKSHIFTIntervention Type=Noisy Function2026.050.131
DCDIIntervention Type=Noisy Function2026.050.109
DCDIIntervention Type=Scale2026.050.057
DCDIIntervention Type=Shift2026.050.055