Interventional Target Recovery on Synthetic Non-linear SEM Gumbel noise, d=10
100AUPRCSCOUT
Evaluation results
| Method | Links | |
|---|---|---|
| SCOUTIntervention Type=Shift2026.05 | 100 | |
| SCOUTIntervention Type=Scale2026.05 | 100 | |
| BACKSHIFTIntervention Type=Scale2026.05 | 100 | |
| BACKSHIFTIntervention Type=Shift2026.05 | 85.9 | |
| SCOUTIntervention Type=Noisy Function2026.05 | 60.7 | |
| BACKSHIFTIntervention Type=Noisy Function2026.05 | 42.3 | |
| SCOUTNumber of nodes (d)=102026.05 | 1 | |
| SCOUTNumber of nodes (d)=302026.05 | 1 | |
| SCOUTNumber of nodes (d)=502026.05 | 1 | |
| SCOUTNumber of nodes (d)=702026.05 | 1 | |
| BACKSHIFTNumber of nodes (d)=102026.05 | 0.87 | |
| BACKSHIFTNumber of nodes (d)=302026.05 | 0.51 | |
| BACKSHIFTNumber of nodes (d)=502026.05 | 0.05 | |
| BACKSHIFTNumber of nodes (d)=702026.05 | 0.02 |