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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 178 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet High-budget regime cycles 14-20

0.724AULC

9

Mar 16, 2026

Tiny ImageNet High-budget regime cycles 14-20

75.4AULC

9

Mar 16, 2026

CIFAR-100 High-budget regime, cycles 14-20

79.7AULC

9

Mar 16, 2026

Food101 High-budget regime, cycles 14-20

0.805AULC

9

Mar 16, 2026

DTD High-budget regime, cycles 14-20

77.8AULC

9

Mar 16, 2026

Dopanim High-budget regime, cycles 14-20

81.6AULC

9

Mar 16, 2026

Flowers102 High-budget regime, cycles 14-20

99.3AULC

9

Mar 16, 2026

Snacks High-budget regime, cycles 14-20

93AULC

9

Mar 16, 2026

STL-10 High-budget regime, cycles 14-20

99AULC

9

Mar 16, 2026

CIFAR-10 High-budget regime cycles 14-20

95.1AULC

9

Mar 16, 2026

CIFAR-100 (test)

77.3Accuracy (Symmetric 20%)

9

Mar 16, 2026

Tiny ImageNet Practical

30.31Mean Accuracy

9

Mar 13, 2026

FEMNIST Practical

100Mean Accuracy

9

Mar 13, 2026

72.7AULC

9

Mar 16, 2026

76.9AULC

9

Mar 16, 2026

CIFAR-100 (test)

4.4Accuracy Drop

9

Mar 10, 2026

CIFAR-10 (test)

1.42Accuracy Drop

9

Mar 10, 2026

Garment Classification Dataset

0.409Average Latency

9

Mar 6, 2026

STL-10 Luminance Shifted

38.01Classification Error

9

Mar 5, 2026

Oxford Pets Luminance Shifted

62.85Classification Error

9

Mar 5, 2026

Stanford Cars Luminance Shifted

55.55Classification Error

9

Mar 5, 2026

CIFAR-100 Luminance Shifted

51.34Error Rate

9

Mar 5, 2026

CIFAR-10 Luminance Shifted

25.33Classification Error

9

Mar 5, 2026

Caltech-101 Luminance Shifted

30.82Classification Error

9

Mar 5, 2026

STL-10 Saturation Shifted

21Error Rate

9

Mar 5, 2026

Page 178 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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