Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 189 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DeiT III + ForAug

81Accuracy

8

Jul 2, 2026

DeiT III + ForAug

80.4Accuracy

8

Jul 2, 2026

CUB-200 Genus 2011

93.53Top-1 Accuracy

8

Jul 2, 2026

CIFAR-100-C Severity 5, Mild Scenario

1.93Gaussian Noise Error

8

Jul 2, 2026

CIFAR-10-C Severity 5 Mild Scenario

62.82Accuracy (Gaussian Noise)

8

Jul 2, 2026

79.34Cells Score

8

Jun 30, 2026

CIFAR-100 Dirichlet partitioning (test)

41.8Accuracy

8

Jun 30, 2026

MNIST Label-Switching (test)

95.31Accuracy (Test)

8

Jun 30, 2026

CIFAR-100 sigma=0.01 (test)

51.58Test Accuracy

8

Jun 30, 2026

CIFAR-100 sigma=10 (test)

54.03Test Accuracy

8

Jun 30, 2026

CIFAR-10 Low-pass Filtered (test)

88.73Test Accuracy

8

Jun 26, 2026

CIFAR-10 Unfiltered (test)

90.52Accuracy

8

Jun 26, 2026

98.19Clean Accuracy

8

Jun 26, 2026

97.66Clean Accuracy

8

Jun 26, 2026

98.76Clean Accuracy

8

Jun 26, 2026

99.75Clean Accuracy

8

Jun 26, 2026

85.52Clean Accuracy

8

Jun 26, 2026

85.95Clean Accuracy

8

Jun 26, 2026

MNIST label-swapped

10.32Accuracy

8

Jun 26, 2026

MNIST Dir(0.5) (test)

89.1Test Accuracy

8

Jun 23, 2026

MNIST Dir(0.1) (test)

94.22Test Accuracy

8

Jun 23, 2026

MNIST Dir(0.05) (test)

95.12Test Accuracy

8

Jun 23, 2026

CIFAR-10 Dir(0.1) (test)

86.7Test Accuracy

8

Jun 23, 2026

CIFAR-10 Dir(0.05) (test)

93.49Test Accuracy

8

Jun 23, 2026

78.45Accuracy

8

Jun 19, 2026

Page 189 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

Follow for updates

Join SOTA2 Contact