ResearchBenchmarksSelective Certification on Theoretical Framework for Selective CertificationSelective Certification on Theoretical Framework for Selective CertificationFollow1Adaptive Grid ConfigurationSCRC0.950.97511.025Jun 7, 2026Evaluation resultsMethodMethodLinksAdaptive Grid ConfigurationCertification Reliability (Rsel)Certification Probability (pacc)Finite-Sample Utility LCBDirect Ratio E[AL]/E[A]Non-Monotone LossSCRC2026.061—————