ResearchBenchmarksImage Classification on ImageNet-A base classesFor AI assistantsMarkdownContent indexImage Classification on ImageNet-A base classesFollow68.61AccuracyPenalty67.8368.032568.23568.4375Feb 22, 2026Evaluation resultsMethodMethodLinksAccuracyECEPenaltyBase Method=MaPLeBase Method=MaPLe2026.0268.617.48ZS-NormBase Method=MaPLeBase Method=MaPLe2026.0268.416.98MaPLe2026.0268.312.52TCPTBase Method=MaPLeBase Method=MaPLe2026.0267.862.21