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Papers Benchmarks Datasets Tasks

Class-Incremental Continual Learning research benchmarks · SOTA2 Research

Class-Incremental Continual Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-10 Sequential

8.23Forgetting

39

Feb 26, 2026

Tiny-ImageNet Split (test)

59.99Average Accuracy (AT)

22

Feb 26, 2026

CIFAR-10 Split (test)

92.2Average Accuracy (AT)

22

Feb 26, 2026

Tiny-ImageNet Sequential

32.45Forgetting

6

Feb 26, 2026

CIFAR-100 Sequential

19.29Forgetting

6

Feb 26, 2026

Popular datasets

CIFAR ImageNet CIFAR-10 Tiny-ImageNet

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