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

Classification research benchmarks – Page 185 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Spherical MNIST non-rotated level-4 mesh (train test)

99.45Accuracy

3

Feb 26, 2026

ailerons noise level 0.8

0.493Generalization Error

3

Feb 26, 2026

ailerons noise level 0.7

0.491Average Generalization Error

3

Feb 26, 2026

ailerons noise level 0.6

49.1Avg Generalization Error

3

Feb 26, 2026

ailerons noise level 0.5

49.1Avg Generalization Error

3

Feb 26, 2026

ailerons noise level 0.4

49.1Average Generalization Error

3

Feb 26, 2026

ailerons noise level 0.3

0.489Avg Generalization Error

3

Feb 26, 2026

ailerons noise level 0.2

0.49Avg Generalization Error

3

Feb 26, 2026

ailerons noise level 0.1

0.491Avg Generalization Error

3

Feb 26, 2026

Office+Caltech SURF-BOW (average)

47.42Average Accuracy

3

Feb 26, 2026

MNIST+USPS, MSRC+VOC

41.89Accuracy

3

Feb 26, 2026

46.08Error Rate

3

Feb 26, 2026

0.595Error Rate (%)

3

Feb 26, 2026

41.55Error Rate

3

Feb 26, 2026

Persistence Weighted Gaussian kernel

79.8Accuracy

3

Feb 26, 2026

Sliced Wasserstein Kernel

85.2Accuracy

3

Feb 26, 2026

Sliced Wasserstein Kernel

73Accuracy

3

Feb 26, 2026

Persistence Weighted Gaussian kernel

72Accuracy

3

Feb 26, 2026

Sliced Wasserstein Kernel

92.3Accuracy

3

Feb 26, 2026

Sliced Wasserstein Kernel

0.74Accuracy

3

Feb 26, 2026

Sliced Wasserstein Kernel

83.7Accuracy

3

Feb 26, 2026

top-down slate (val)

100SIN 120

2

Jul 7, 2026

99.9Clean Accuracy

2

Jul 3, 2026

99.8Clean Accuracy

2

Jul 3, 2026

98.9Accuracy

2

Jul 3, 2026

Page 185 of 202

Popular datasets

CIFAR MNIST Adult ImageNet Wine

Follow for updates

Join SOTA2 Contact