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 188 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-10 250 labeled samples

5.07Error Rate

9

Feb 26, 2026

Colored Fashion MNIST (test)

75Accuracy

9

Feb 26, 2026

Colored Fashion MNIST (train)

84.39Accuracy

9

Feb 26, 2026

CIFAR-100 symmetric noise

77.3Accuracy (20% Noise, Best)

9

Feb 26, 2026

CIFAR-10 symmetric noise

96.1Accuracy (20% Noise, Best)

9

Feb 26, 2026

2D Noisy XOR (test)

1Accuracy

9

Feb 26, 2026

CIFAR-10 1k labels (test)

10.55Test Error Rate

9

Feb 26, 2026

Proxyless-R (mobile)

74.6Top-1 Accuracy

9

Feb 26, 2026

CIFAR-100 data-augmented (test)

82.8Accuracy

9

Feb 26, 2026

Average Performance (MNIST, C10, C100, SVHN) (test)

51.42Accuracy

9

Feb 26, 2026

MNIST Digits 61 (test)

99.84Accuracy

9

Feb 26, 2026

Real-world Seegene

99.22Accuracy

9

Feb 26, 2026

93.96Top-1 Accuracy

8

Jul 9, 2026

46Communication Rounds

8

Jul 9, 2026

70Communication Rounds

8

Jul 9, 2026

142Communication Rounds

8

Jul 9, 2026

Fruit92 base-to-novel

86.28Base Accuracy

8

Jul 8, 2026

61.72Base Accuracy

8

Jul 8, 2026

81.17Base Accuracy

8

Jul 8, 2026

85Top-1 Accuracy

8

Jul 7, 2026

70.4Accuracy (Re -> Ar, Clean)

8

Jul 7, 2026

95.7Accuracy (Ar -> Ca, Clean)

8

Jul 7, 2026

CIFAR-100 LT100

7.25Accuracy

8

Jul 3, 2026

12.27Accuracy

8

Jul 3, 2026

46.75Accuracy

8

Jul 3, 2026

Page 188 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

Follow for updates

Join SOTA2 Contact