ResearchBenchmarksControllability robustness curve prediction on Synthetic Networks (N=1200) under RAFollow0.01Error Rate (ER)iPCR0.009760.011380.0130.01462Feb 28, 2026Evaluation ResultsMethodMethodLinksError Rate (ER)Std Dev of Error Rate (ER)Error Rate (SF)Std Dev of Error Rate (SF)Error Rate (QSN)Std Dev of Error Rate (QSN)Error Rate (SW)Std Dev of Error Rate (SW)Average Error RateAverage Std Dev of Error RateiPCR2026.020.010.0160.0460.0530.0110.0170.0110.0180.020.026NCR-HoK2026.020.010.0070.0210.0150.0120.0090.010.0070.0130.01PCR2026.020.0110.0180.0260.0240.0180.020.0110.0180.0170.02CRL-SGNN2026.020.0160.0220.040.0250.0230.0260.0190.0240.0250.024