ResearchBenchmarksInterpretability Analysis on CIFAR-100 (test)Interpretability Analysis on CIFAR-100 (test)Follow22.02Consistency ScoreBayesNCL0.15925.834611.5117.1854May 27, 2026Evaluation resultsMethodMethodLinksConsistency ScoreAttribution Score (Hs)Attribution Score (Hm)Attribution Score (Hf)Activation ScoreBayesNCLsampling_method=STEsampling_method=STE2026.0522.022.73.23.0987BayesNCLsampling_method=GSsampling_method=GS2026.0520.752.813.333.284NCL+TopK2026.0512.323.23.33.6884NCL2026.059.913.293.33.7790CL2026.0514.574.574.61100