ResearchTasksonline adaptationonline adaptationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedTiny ImageNet Label ShiftFed-ADE89.1Accuracy10Mar 4, 2026CIFAR-10 Label ShiftFed-ADE73.8Accuracy5Mar 4, 2026CIFAR-10-C Covariate ShiftFed-ADE64.8Accuracy3Mar 4, 2026CIFAR-100-C Covariate ShiftFed-ADE46.8Accuracy2Mar 4, 2026LAMA Label ShiftFed-ADE96.4Accuracy2Mar 4, 2026Online adaptation benchmarks——Primary metric0Feb 26, 2026