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Papers Benchmarks Datasets Tasks

Class-incremental image classification research benchmarks · SOTA2 Research

Class-incremental image classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

71.51Last Accuracy

47

Jun 5, 2026

10.7Forgetting

26

Jun 5, 2026

Constrained Expansive Over-Sampling (CEOS)

46.9Accuracy (Last Task)

22

Jun 5, 2026

18.2Last-task Forgetting (Flast)

14

Jun 5, 2026

NICO++ C (test)

90.38Accuracy (T1)

8

Feb 26, 2026

NICO++ U (test)

98.03Accuracy (T1)

8

Feb 26, 2026

Popular datasets

ImageNet NICO CUB CIFAR

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