Controllable robustness curve prediction on SW networks TDA condition
0.006Average Error (er)NCR-HoK
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NCR-HoKAverage degree <k>=22026.02 | 0.006 | 0.004 | — | |
| iPCRAverage degree <k>=102026.02 | 0.008 | 0.012 | — | |
| iPCRAverage degree <k>=22026.02 | 0.009 | 0.013 | — | |
| PCRAverage degree <k>=22026.02 | 0.01 | 0.005 | — | |
| NCR-HoKAverage degree <k>=102026.02 | 0.01 | 0.007 | — | |
| NCR-HoKAverage across degrees=true2026.02 | 0.01 | 0.006 | 1 | |
| PCRAverage degree <k>=52026.02 | 0.011 | 0.007 | — | |
| PCRAverage degree <k>=102026.02 | 0.011 | 0.007 | — | |
| PCRAverage across degrees=true2026.02 | 0.011 | 0.007 | 2 | |
| iPCRAverage degree <k>=82026.02 | 0.011 | 0.014 | — | |
| NCR-HoKAverage degree <k>=82026.02 | 0.011 | 0.007 | — | |
| PCRAverage degree <k>=82026.02 | 0.012 | 0.008 | — | |
| NCR-HoKAverage degree <k>=52026.02 | 0.012 | 0.007 | — | |
| CRL-SGNNAverage degree <k>=22026.02 | 0.023 | 0.031 | — | |
| iPCRAverage across degrees=true2026.02 | 0.027 | 0.033 | 3 | |
| CRL-SGNNAverage degree <k>=102026.02 | 0.029 | 0.035 | — | |
| CRL-SGNNAverage degree <k>=82026.02 | 0.033 | 0.039 | — | |
| CRL-SGNNAverage across degrees=true2026.02 | 0.033 | 0.039 | 4 | |
| CRL-SGNNAverage degree <k>=52026.02 | 0.047 | 0.054 | — | |
| iPCRAverage degree <k>=52026.02 | 0.079 | 0.093 | — |