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 128 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

65.6Clean Accuracy

13

Apr 23, 2026

41.17Clean Accuracy

13

Apr 23, 2026

88.52Robust Accuracy

13

Apr 23, 2026

37.02Robust Accuracy

13

Apr 23, 2026

CIFAR-10 (test)

93.65Accuracy (%)

13

Mar 30, 2026

91.3H1 Accuracy

13

Mar 24, 2026

Cross-Dataset Benchmark ViT-B/16 backbone (test)

28.95Aircraft Accuracy

13

Mar 24, 2026

CIFAR-100 40% Instance-dependent label noise (test)

68.17Accuracy

13

Mar 19, 2026

CIFAR-100 20% Instance-dependent label noise (test)

71.24Accuracy

13

Mar 19, 2026

Oxford Flowers 102

98.17Base Accuracy

13

Mar 18, 2026

77.95Base Accuracy

13

Mar 18, 2026

Tiny-ImageNet Non-IID 2

54.54Accuracy

13

May 14, 2026

11 natural datasets transductive setting

SOTA (CLIP-1+DINO(v2+v3))

77.8Average Accuracy

13

Mar 12, 2026

128Contrastive Ratio (CR)

13

Mar 10, 2026

SUN Attribute Proposed Split

51.9H

13

Mar 9, 2026

CIFAR-10 Mild Non-IID (C=5, α=3.0) (test)

84.52Top-1 Accuracy

13

Mar 6, 2026

83.8Top-1 Accuracy

13

Apr 23, 2026

73.93Top-1 Accuracy

13

May 12, 2026

59.82Accuracy at 500 Rounds

13

Feb 27, 2026

90.57Accuracy @ 500 Rounds

13

Feb 27, 2026

CIFAR-10 (Dirichlet (0.6), 500 clients, 2% participation)

78.49Accuracy (500 Rounds)

13

Feb 27, 2026

42.26Accuracy (500R)

13

Feb 27, 2026

55.79Accuracy (500 Rounds)

13

Feb 27, 2026

86.52Accuracy (500 Rounds)

13

Feb 27, 2026

CIFAR-10 500 clients, 2% participation (i.i.d.)

80.87Accuracy (500 Rounds)

13

Feb 27, 2026

Page 128 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

Follow for updates

Join SOTA2 Contact