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ResearchFormerly WizWand

Controllable Robustness Curve Prediction on SF networks

1.4Error RateCRL-SGNN
1.0563.3785.78.022Feb 28, 2026
Updated 8mo ago

Evaluation results

MethodLinks
CRL-SGNNAverage degree <k>=10, RA condition=true2026.021.42
NCR-HoKAverage degree <k>=2, RA condition=true2026.021.61.2
PCRAverage degree <k>=2, RA condition=true2026.021.71.4
iPCRAverage degree <k>=2, RA condition=true2026.021.71.5
NCR-HoKAverage degree <k>=5, RA condition=true2026.021.91.5
NCR-HoKAverage degree <k>=Average, RA condition=true2026.021.91.5
PCRAverage degree <k>=5, RA condition=true2026.0221.8
PCRAverage degree <k>=8, RA condition=true2026.022.12
PCRAverage degree <k>=Average, RA condition=true2026.022.11.9
NCR-HoKAverage degree <k>=8, RA condition=true2026.022.11.5
NCR-HoKAverage degree <k>=10, RA condition=true2026.022.11.6
CRL-SGNNAverage degree <k>=8, RA condition=true2026.022.21.8
CRL-SGNNAverage degree <k>=Average, RA condition=true2026.022.22.5
CRL-SGNNAverage degree <k>=2, RA condition=true2026.022.32.8
PCRAverage degree <k>=10, RA condition=true2026.022.42.2
CRL-SGNNAverage degree <k>=5, RA condition=true2026.022.73.4
iPCRAverage degree <k>=10, RA condition=true2026.024.25
iPCRAverage degree <k>=Average, RA condition=true2026.025.53.8
iPCRAverage degree <k>=8, RA condition=true2026.026.17.3
iPCRAverage degree <k>=5, RA condition=true2026.02101.2