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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 59 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet16-120 (val)

50.2Accuracy

28

Apr 2, 2026

CIFAR-100 Long-Tailed (rho=50) (test)

60.5Top-1 Accuracy

28

May 19, 2026

Aircraft (test)

SSL-HSIC (w/ target)

88.9Accuracy

28

Feb 26, 2026

CIFAR-100 10000 labels (test)

Self-Tuning+HCR

16.24Error Rate

28

Jun 1, 2026

R-MNIST Domain-IL

95.76Accuracy

28

Feb 26, 2026

P-MNIST Domain-IL

94.33Accuracy

28

Feb 26, 2026

Ours (Mixup+GBA)

75.78Top-1 Acc

28

Feb 26, 2026

PASCAL VOC 2007

92.3Accuracy

28

Feb 26, 2026

pixel-by-pixel MNIST (test)

99.4Accuracy

28

Feb 27, 2026

CIFAR-10 (test)

0.2Classwise ECE

27

Jun 25, 2026

QLS → LSQ(1 epoch)

76.87Average Accuracy

27

Jun 25, 2026

76.5Accuracy

27

Jun 23, 2026

-330.996Log Likelihood

27

Jun 5, 2026

91.72GM

27

Jun 2, 2026

68.95GM Score

27

Jun 2, 2026

87.54GM Score

27

Jun 2, 2026

96.82GM

27

Jun 2, 2026

62.88Top-1 Clean Accuracy

27

Jun 23, 2026

32.7Top-1 Clean Accuracy

27

Jun 23, 2026

CIFAR-100 coarse (test)

97.76Accuracy (Test)

27

Jun 25, 2026

CIFAR20 Average D0-D3

96.5Accuracy

27

May 7, 2026

CIFAR20 Domain D3

95.75Accuracy

27

May 7, 2026

CIFAR20 Domain D2

96.7Accuracy

27

May 7, 2026

CIFAR20 Domain D1

95.8Accuracy

27

May 7, 2026

CIFAR20 Domain D0

98.1Accuracy

27

May 7, 2026

Page 59 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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