Graph Recovery on Synthetic Nonlinear SEM (Gumbel Noise) (test)
1AUPRCSCOUT
Evaluation Results
| Method | Links | |
|---|---|---|
| SCOUTIntervention Type=Shift2026.05 | 1 | |
| SCOUTIntervention Type=Scale2026.05 | 1 | |
| BACKSHIFTIntervention Type=Scale2026.05 | 1 | |
| UT-IGSPIntervention Type=Scale2026.05 | 0.995 | |
| UT-IGSPIntervention Type=Shift2026.05 | 0.983 | |
| BACADIIntervention Type=Scale2026.05 | 0.87 | |
| BACKSHIFTIntervention Type=Shift2026.05 | 0.825 | |
| BACADIIntervention Type=Shift2026.05 | 0.825 | |
| BACADIIntervention Type=Noisy Function2026.05 | 0.55 | |
| UT-IGSPIntervention Type=Noisy Function2026.05 | 0.292 | |
| SCOUTIntervention Type=Noisy Function2026.05 | 0.158 | |
| BACKSHIFTIntervention Type=Noisy Function2026.05 | 0.131 | |
| DCDIIntervention Type=Noisy Function2026.05 | 0.109 | |
| DCDIIntervention Type=Scale2026.05 | 0.057 | |
| DCDIIntervention Type=Shift2026.05 | 0.055 |