Controllable Robustness Curve Prediction on ER networks
0.01ErrorNCR-HoK
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NCR-HoKAverage degree <k>=10, RA condition=true2026.02 | 0.01 | 0.008 | |
| NCR-HoKAverage degree <k>=8, RA condition=true2026.02 | 0.012 | 0.009 | |
| iPCRAverage degree <k>=10, RA condition=true2026.02 | 0.013 | 0.02 | |
| NCR-HoKAverage degree <k>=Average, RA condition=true2026.02 | 0.013 | 0.01 | |
| PCRAverage degree <k>=8, RA condition=true2026.02 | 0.014 | 0.02 | |
| PCRAverage degree <k>=10, RA condition=true2026.02 | 0.014 | 0.022 | |
| CRL-SGNNAverage degree <k>=10, RA condition=true2026.02 | 0.014 | 0.022 | |
| iPCRAverage degree <k>=5, RA condition=true2026.02 | 0.015 | 0.018 | |
| NCR-HoKAverage degree <k>=5, RA condition=true2026.02 | 0.015 | 0.011 | |
| PCRAverage degree <k>=5, RA condition=true2026.02 | 0.016 | 0.019 | |
| PCRAverage degree <k>=Average, RA condition=true2026.02 | 0.016 | 0.019 | |
| NCR-HoKAverage degree <k>=2, RA condition=true2026.02 | 0.016 | 0.012 | |
| iPCRAverage degree <k>=8, RA condition=true2026.02 | 0.017 | 0.022 | |
| PCRAverage degree <k>=2, RA condition=true2026.02 | 0.02 | 0.015 | |
| CRL-SGNNAverage degree <k>=8, RA condition=true2026.02 | 0.02 | 0.021 | |
| iPCRAverage degree <k>=Average, RA condition=true2026.02 | 0.022 | 0.029 | |
| CRL-SGNNAverage degree <k>=Average, RA condition=true2026.02 | 0.024 | 0.026 | |
| CRL-SGNNAverage degree <k>=2, RA condition=true2026.02 | 0.029 | 0.016 | |
| CRL-SGNNAverage degree <k>=5, RA condition=true2026.02 | 0.034 | 0.043 | |
| iPCRAverage degree <k>=2, RA condition=true2026.02 | 0.043 | 0.054 |