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Incremental Image Classification research benchmarks · SOTA2 Research

Incremental Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet-100 from scratch (test)

53.2Alast

24

Jun 25, 2026

96.68Accuracy

20

Feb 26, 2026

ImageNet-100 (test)

95.1Top-5 Avg Acc

7

Feb 26, 2026

75.03Average Accuracy

6

Jun 30, 2026

96.87Average Accuracy

6

Jun 30, 2026

ImageNet-16-120 @5 (sequential splits)

53.02Accuracy

6

Jun 24, 2026

CIFAR-100 5 sequential splits @5

84.71Accuracy

6

Jun 24, 2026

CIFAR-10 @5 (5 sequential splits)

95.35Accuracy

6

Jun 24, 2026

Popular datasets

ImageNet DomainNet CIFAR CIFAR-10 Celeb

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