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 107 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

defensive patch generation framework

98.67Accuracy

16

Feb 26, 2026

defensive patch generation framework

99.68Accuracy

16

Feb 26, 2026

74.741-Shot Accuracy

16

Feb 26, 2026

ImageNet-Rendition (IN-R) (val)

92.5Top-1 Acc

16

Feb 26, 2026

Office-Home 65->25

Target-supervised

81Ar->Cl Accuracy

16

Feb 26, 2026

Camelyon17-WILDS out-of-distribution (val)

93Accuracy

16

Mar 18, 2026

CIFAR100 Corrupted (test)

59.67Accuracy

16

Feb 26, 2026

CIFAR-10 (test)

MixACM (w/o Mixup)

91.17Clean Accuracy

16

Feb 26, 2026

76.86Accuracy

16

Feb 26, 2026

ImageNet-9 Mixed-Next v1 (test)

CF + F + Saliency Combination

55.5Accuracy

16

Feb 26, 2026

ImageNet-9 Mixed-Rand v1 (test)

CF + F Combination

58.2Accuracy

16

Feb 26, 2026

ImageNet-9 Mixed-Same v1 (test)

F + Saliency Combination

74.5Accuracy

16

Feb 26, 2026

ImageNet-9 Original v1 (test)

Factual Augmentation (F)

83.5Accuracy

16

Feb 26, 2026

ImageNet 1% labels 1k (val)

76.6Top-1 Accuracy

16

Feb 26, 2026

CIFAR-10-LT IF 10 (test)

91.2Top-1 Accuracy

16

Feb 26, 2026

85.8Accuracy

16

May 27, 2026

Sequential MNIST

99.2Accuracy

16

Mar 17, 2026

17.7Aircraft Top-1 Acc

16

Feb 26, 2026

iNaturalist (iNat.) (val)

ViT-B-16 (Semantic Softmax)

73.1Top-1 Accuracy

16

Feb 26, 2026

Kuzushiji-MNIST

R-ExplaiNet26-64

98.66Accuracy

16

Feb 26, 2026

Transferable Contrastive Network

24.1TS Score

16

Feb 27, 2026

Caltech-UCSD Birds-200-2011 (CUB) Standard

59Hit@1 Accuracy

16

Feb 26, 2026

MNIST-Rotation (test)

89.4Avg Acc

16

Jun 30, 2026

96.15Top-1 Acc

16

Feb 26, 2026

CIFAR-100+ (test)

17.18Error Rate

16

Feb 26, 2026

Page 107 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

Follow for updates

Join SOTA2 Contact