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Image Classification research benchmarks – Page 323 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

HWDB online 1.0

5.61Error Rate

2

Feb 26, 2026

Transformer architecture

0.98Accuracy

2

Feb 26, 2026

AST Channel Mutation

31.1Accuracy

1

Jul 9, 2026

waste 12 classes (val)

90Accuracy

1

Jul 7, 2026

CIFAR-100 corruption (test)

60.14Accuracy

1

Jul 7, 2026

Zero-Shot Accuracy

62.6Zero-Shot Accuracy

1

Jul 1, 2026

Zero-Shot Accuracy

89.1Zero-Shot Accuracy

1

Jul 1, 2026

Zero-Shot Accuracy

85.9Zero-Shot Acc

1

Jul 1, 2026

Zero-Shot Accuracy

67.7Zero-Shot Accuracy

1

Jul 1, 2026

Zero-Shot Accuracy

24.9Zero-Shot Acc

1

Jul 1, 2026

Oxford Flowers 102

Zero-Shot Accuracy

70.8Zero-Shot Accuracy

1

Jul 1, 2026

Zero-Shot Accuracy

76.9Zero-Shot Accuracy

1

Jul 1, 2026

VTID2 (20% val)

100Accept Accuracy

1

Jul 1, 2026

EuroSAT (20% val)

98.6Accept Accuracy

1

Jul 1, 2026

CIFAR10 (20% val)

98.3Accept Accuracy

1

Jul 1, 2026

Fashion-MNIST (20% val)

97.2Accept Accuracy

1

Jul 1, 2026

MIT Indoor Scenes (20% val)

98.9Accept Accuracy

1

Jul 1, 2026

CIFAR100 (20% val)

77.6Accept Acc

1

Jul 1, 2026

Food-101 (20% val)

97.7Accept Acc

1

Jul 1, 2026

ImageNet 20% (val)

97.7Accept Accuracy

1

Jul 1, 2026

5.99Compression Ratio (CR)

1

Jun 25, 2026

6.64Compression Ratio

1

Jun 25, 2026

80Storage Compression Factor

1

Jun 16, 2026

16Storage Gain Factor

1

Jun 16, 2026

MNIST with low-rank interactions

Spatial Photonic Ising Machine

90Accuracy

1

Jun 9, 2026

Page 323 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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