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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 157 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-100 Cluster-wise (30, 5) (test)

53.72Accuracy

10

Jun 30, 2026

Tiny ImageNet Multi-level [9, 15, 22] (test)

65.3Accuracy

10

Jun 30, 2026

Tiny ImageNet Client-wise α = 0.1 (test)

60.46Accuracy

10

Jun 30, 2026

Tiny ImageNet Cluster-wise (50, 5) (test)

46.8Accuracy

10

Jun 30, 2026

EMNIST transformed (test)

83.9Accuracy

10

Jun 24, 2026

MNIST transformed (test)

99.2Accuracy

10

Jun 24, 2026

71.68Accuracy

10

Jun 19, 2026

ZMS maturation assessment dataset (test)

93.41Accuracy

10

Jun 16, 2026

CIFAR-100 (test)

16.74Test Error Rate

10

Jun 16, 2026

CIFAR-10 (test)

3.93Test Error Rate

10

Jun 16, 2026

2.39Total Params (M)

10

Jun 15, 2026

Oxford-IIIT Pet Dataset

88.5Accuracy

10

Jun 12, 2026

50.63ACC

10

Jun 11, 2026

70.87Accuracy

10

Jun 11, 2026

90.05Accuracy

10

Jun 11, 2026

En1WideResNet34-10

86.19Anat Score

10

Jun 5, 2026

COVID-19 chest X-ray BiomedCLIP (test)

72.41WG

10

Jun 2, 2026

Permuted MNIST (test)

81.6AutoAttack Robust Accuracy (%)

10

Jun 1, 2026

NWPU-RESISC45 Severe

31.89Accuracy

10

May 29, 2026

NWPU-RESISC45 Mild

54.95Accuracy

10

May 29, 2026

NWPU-RESISC45 Clean

61.88Accuracy

10

May 29, 2026

79.31Accuracy

10

Jun 12, 2026

ImageNet OOD Variants V2 Sketch A R (test val)

69.92ImageNet Accuracy

10

May 26, 2026

96.34Target Accuracy

10

May 26, 2026

0.002LCE

10

May 21, 2026

Page 157 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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