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 146 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MNIST case (iii) (test)

95.16Accuracy

12

Feb 26, 2026

MNIST full (test)

99.23Natural Accuracy

12

Feb 26, 2026

Euro-SAT USB (test)

Fully-Supervised

0.85Error Rate

12

Feb 26, 2026

TissueMNIST v2 (test)

94.1AUC

12

Feb 26, 2026

CIFAR-100 (test)

69.27Accuracy

12

Feb 26, 2026

CIFAR-10 (test)

96.93Natural Accuracy

12

Feb 26, 2026

MEDIC (In-Domain)

81.39Top-1 Accuracy (Damage Severity)

12

Feb 26, 2026

99.2Clean Accuracy

12

Feb 26, 2026

69Clean Error

12

Feb 26, 2026

56.05Accuracy

12

Feb 26, 2026

BAR conflicting (test)

66.11Accuracy

12

Feb 26, 2026

CIFAR-10 250 labels (test)

FixMatch + CMW-Net

4.73Test Error

12

Jun 1, 2026

CIFAR-10 40 labels (test)

97.94Top-1 Accuracy

12

Feb 26, 2026

52Brightness Error

12

Mar 10, 2026

0.9Clean Error Rate

12

Mar 10, 2026

ImageMeow 128x128 (test)

66.7Accuracy

12

Feb 26, 2026

ImageFruit 128x128 (test)

63.9Accuracy

12

Feb 26, 2026

ImageNet large-scale (test)

32.15Verified Error (%)

12

Feb 26, 2026

CIFAR10 0-4 (test)

90.26Accuracy

12

Feb 26, 2026

MNIST (0-4) (test)

99.91Accuracy

12

Feb 26, 2026

Tiny ImageNet 0-99

45.6Accuracy

12

Feb 26, 2026

CIFAR100 0-49 In-Distribution (test)

64.53Accuracy

12

Feb 26, 2026

0.287Error Rate

12

Feb 26, 2026

ImageNet-C distribution shifted variants

64.6Average Accuracy

12

Mar 17, 2026

ObjectNet (val)

87.6Top-1 Acc

12

Feb 26, 2026

Page 146 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

Follow for updates

Join SOTA2 Contact