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Papers Benchmarks Datasets Tasks

Data-Incremental Learning research benchmarks · SOTA2 Research

Data-Incremental Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet-100 (5T)

76.67Accuracy

20

Feb 26, 2026

ImageNet-100 (10T)

67.83A_T

15

Feb 26, 2026

DomainNet Clipart (test)

40.06Accuracy

6

Feb 26, 2026

Downstream Tasks (test)

62.35Accuracy

6

Feb 26, 2026

1% Supervised Dataset (test)

54.88Accuracy

6

Feb 26, 2026

10% Supervised Dataset (test)

65.28Accuracy

6

Feb 26, 2026

Popular datasets

ImageNet Supervised Dataset Downstream Tasks DomainNet

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