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Papers Benchmarks Datasets Tasks

Continual Learning Classification research benchmarks · SOTA2 Research

Continual Learning Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Heterogeneous shift (HS) (test)

90.01Accuracy

13

Feb 26, 2026

Organ shift (OS) (test)

96.22Accuracy

13

Feb 26, 2026

Stain shift (SS) (test)

98.04Accuracy

13

Feb 26, 2026

Standard CL benchmark (4 tasks)

88.25Average Accuracy (AA)

9

May 26, 2026

82.58Accuracy

5

Feb 26, 2026

Popular datasets

Standard CL Benchmark MNIST Stain shift Organ shift Heterogeneous shift

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