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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 145 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-100 Task B 50 classes

85.56Accuracy

12

Feb 26, 2026

CIFAR-100 50+50 (Joint)

75.76Accuracy

12

Feb 26, 2026

Cross-Scale MAE

69.2Top-1 Acc

12

Feb 26, 2026

CIFAR-10 alpha=10.0 (test)

92.19Accuracy

12

Feb 26, 2026

CIFAR-10 alpha=1.0 (test)

91.76Accuracy

12

Feb 26, 2026

CIFAR-10 alpha=0.3 (test)

90.43Test Accuracy

12

Feb 26, 2026

CIFAR-10 (test)

92.68Classification Accuracy (Cl-Acc)

12

Feb 26, 2026

Eurosat (Novel)

72.87Top-1 Accuracy

12

Feb 27, 2026

60.1Natural Accuracy

12

Feb 26, 2026

CIFAR-100 (test)

81.91PMD Accuracy (35%)

12

Feb 26, 2026

CIFAR-10 (test)

0.965PMD (35%) Score

12

Feb 26, 2026

DermaMNIST (val)

79.26Accuracy

12

Feb 26, 2026

CIFAR-100-C CS-5 1.0 (test)

39.13Mean Accuracy

12

Feb 26, 2026

CIFAR-100-C CS-1 1.0 (test)

55.31Mean Accuracy

12

Feb 26, 2026

CIFAR-10-C CS-5 1.0 (test)

66.75Mean Accuracy

12

Feb 26, 2026

CIFAR-10-C CS-3 1.0 (test)

74.31Mean Accuracy

12

Feb 26, 2026

CIFAR-10-C CS-1 1.0 (test)

80.98Mean Accuracy

12

Feb 26, 2026

STL-10 pre-trained on CIFAR-100 (test)

31.42Average Accuracy

12

Feb 26, 2026

CIFAR-100 (test)

25.34Average Accuracy (AA)

12

Feb 26, 2026

CIFAR-10 (test)

50.6AA

12

Feb 26, 2026

MNIST Label Noise 0.4 (test)

93.74Mean Accuracy

12

Feb 26, 2026

MNIST Label Noise 0.2 (test)

94.6Mean Accuracy

12

Feb 26, 2026

CIFAR-20 case (iii) (test)

60.87Accuracy

12

Feb 26, 2026

Color-MNIST case (iii) (test)

93.87Accuracy

12

Feb 26, 2026

MNIST case (iv) (test)

90.94Accuracy

12

Feb 26, 2026

Page 145 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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