ResearchBenchmarksImage Classification on ImageNet-S base classesFor AI assistantsMarkdownContent indexImage Classification on ImageNet-S base classesFollow53.35AccuracyMaPLe53.027653.111353.19553.2787Feb 22, 2026Evaluation resultsMethodMethodLinksAccuracyExpected Calibration ErrorMaPLe2026.0253.353.94ZS-NormBase Method=MaPLeBase Method=MaPLe2026.0253.244.12TCPTBase Method=MaPLeBase Method=MaPLe2026.0253.153.91PenaltyBase Method=MaPLeBase Method=MaPLe2026.0253.044.62