ResearchBenchmarksUncertainty-based sample filtering on ChirpUncertainty-based sample filtering on ChirpFollow0.7431Gap-ClosureFLARE0.4043050.4922710.5802370.668203Feb 9, 2026Evaluation resultsMethodMethodLinksGap-ClosureROC-AUCp-value (bootstrap)FLAREkeep_percentage (p)=25keep_percentage (p)=252026.020.74310.53450.0002LLLAkeep_percentage (p)=25keep_percentage (p)=252026.020.59060.58910.0116BayesDiffkeep_percentage (p)=25keep_percentage (p)=252026.020.41730.66160.003