ResearchBenchmarksAleatoric Uncertainty Quantification on KEEL K ≤ 10 classesFollow89.2AUCEntropy83.58485.04286.587.958Mar 28, 2026Evaluation ResultsMethodMethodLinksAUCMisclassification Rate (MR)EntropyTime (s)=0.001 ± 0.004Time (s)=0.001 ± 0.0042026.0389.277.6AU_FTime (s)=0.323 ± 0.998Time (s)=0.323 ± 0.9982026.0389.277.6HartleyTime (s)=18.054 ± 49.815Time (s)=18.054 ± 49.8152026.0383.852.4