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Papers Benchmarks Datasets Tasks

Online Task-incremental Learning research benchmarks · SOTA2 Research

Online Task-incremental Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Mini-ImageNet Split (test)

DER++ w/ AdaB2N

69.12Avg Accuracy

24

Feb 26, 2026

Mini-ImageNet Split

DER++ w/ AdaB2N

1.36Forgetting

24

Feb 26, 2026

CIFAR-100 Split

DER++ w/ AdaB2N

0.73Forgetting Measure

24

Feb 26, 2026

0.22Forgetting Measure

24

Feb 26, 2026

Layerwise Optimization by Gradient Decomposition

71Accuracy

18

Feb 26, 2026

Popular datasets

ImageNet CIFAR-100 CIFAR-10 CIFAR100

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