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Papers Benchmarks Datasets Tasks

online adaptation research benchmarks · SOTA2 Research

online adaptation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Tiny ImageNet Label Shift

89.1Accuracy

10

Mar 4, 2026

CIFAR-10 Label Shift

73.8Accuracy

5

Mar 4, 2026

CIFAR-10-C Covariate Shift

64.8Accuracy

3

Mar 4, 2026

CIFAR-100-C Covariate Shift

46.8Accuracy

2

Mar 4, 2026

LAMA Label Shift

96.4Accuracy

2

Mar 4, 2026

Online adaptation benchmarks

—

—Primary metric

0

Feb 26, 2026

Popular datasets

CIFAR ImageNet Online adaptation benchmarks LAMA

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