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 74 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ANIMALS10 CIFAR10 downstream (test)

ZePAD (VibCreg)

98.86BA

22

Feb 26, 2026

CIFAR10 downstream (test)

SupCon (Baseline)

96.22Balanced Accuracy

22

Feb 26, 2026

0.23Brier Score

22

Feb 26, 2026

0.05Brier Score

22

Feb 26, 2026

Food101, DTD, Caltech101, Flowers102, and OxfordPets base-to-new generalization CLIP baseline

86.8Accuracy

22

Feb 26, 2026

82.63Robust Accuracy

22

Feb 26, 2026

MedMNIST OrganAMNIST (test)

97.62Accuracy

22

Apr 3, 2026

MNIST non-IID Level 4 v1 (test)

95.93Accuracy

22

Feb 26, 2026

MNIST non-IID Level 3 v1 (test)

95.55Accuracy

22

Feb 26, 2026

MNIST non-IID Level 2 v1 (test)

95.82Accuracy

22

Feb 26, 2026

MNIST non-IID Level 1 v1 (test)

95.89Accuracy

22

Feb 26, 2026

92.29A_T

22

Feb 26, 2026

OxfordPets 4-shot

96Accuracy

22

Mar 26, 2026

82.4Accuracy

22

Mar 26, 2026

No Defense (Poisoned)

85.6CA

22

Feb 26, 2026

53.11Accuracy

22

Feb 26, 2026

CIFAR-10 (test)

2.46Test Error Rate

22

Feb 26, 2026

76.9Accuracy

22

Feb 26, 2026

97.339Accuracy

22

Feb 26, 2026

96Accuracy

22

Feb 26, 2026

ImageNet-1k 1.0 (val)

85.8Accuracy

22

Feb 26, 2026

ImageNet-A 1.0 (test)

63.01Top-1 Accuracy

22

Feb 26, 2026

fastMRI v1.0 (test)

Recon Classifier

83.6AUC

22

Feb 26, 2026

CIFAR-100 long-tailed (rho=100) (test)

55.6Accuracy

22

Feb 26, 2026

CIFAR-10 iid (test)

89.23Accuracy

22

Feb 26, 2026

Page 74 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

Follow for updates

Join SOTA2 Contact