ResearchBenchmarksControllability Robustness Curve Prediction on Synthetic Networks average degree <k>=4Follow1.6Error Rate (er)NCR-HoK1.4562.4283.44.372Feb 28, 2026Evaluation ResultsMethodMethodLinksError Rate (er)Error Rate (sigma)SF Error Rate (er)SF Error Rate (sigma)QSN Error Rate (er)QSN Error Rate (sigma)SW Error Rate (er)SW Error Rate (sigma)Average Error Rate (er)Average Error Rate (sigma)NCR-HoKCondition=RA conditionCondition=RA condition2026.021.61.221.51.71.22.21.21.91.3PCRCondition=RA conditionCondition=RA condition2026.021.91.731.81.81.62.11.82.21.7iPCRCondition=RA conditionCondition=RA condition2026.0232.110.9142.91.832.455.1CRL-SGNNCondition=RA conditionCondition=RA condition2026.025.25.74.44.53.543.54.14.22.8