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 19 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CUB-200 unseen (test)

79.9Accuracy

26

Feb 26, 2026

ImageCLEF 2014 (test)

80.7Acc (I->P)

26

Feb 26, 2026

PI-MNIST (test)

Ladder Γ-model

0.008Classification Error

26

Feb 26, 2026

MoleculeNet BACE (test)

0.872ROC-AUC

26

May 18, 2026

Two-dimensional normal data with mislabeled points n=1000 observations per class (test)

97.1Accuracy

25

Jun 23, 2026

Two-dimensional normal data with mislabeled points n=500 observations per class (test)

97Accuracy

25

Jun 23, 2026

Two-dimensional normal data with mislabeled points n=250 observations per class (test)

96.7Accuracy

25

Jun 23, 2026

CDC BRFSS 2015 (5×2 cross-validation)

44.55F1 Score

25

May 26, 2026

84.5Global Model Accuracy

25

Apr 30, 2026

94.7F1 Score

25

Apr 10, 2026

16 datasets average

61.79Accuracy

25

Mar 25, 2026

German Credit UCIrvine

Evolving Demonstration Optimization

85.32Macro F1

25

Mar 12, 2026

Ring of Gaussians

Label propagation

1AUC

25

Feb 26, 2026

79.3AUC

25

Feb 26, 2026

72.5Precision

25

Feb 26, 2026

60.65Precision

25

Feb 26, 2026

EDM2(With Pretrained)

52.98Precision

25

Feb 26, 2026

96.2Top-1 Accuracy

25

May 14, 2026

100Accuracy

25

Mar 23, 2026

97.1Accuracy

25

Mar 23, 2026

65.09Accuracy

25

Mar 10, 2026

0.876AUC

25

Feb 26, 2026

mini-ImageNet 5-shot (test)

amortized Bayesian prototype meta-learning

70.44Accuracy

25

Feb 26, 2026

81.03ROC-AUC

25

Feb 26, 2026

98.8Accuracy

25

Feb 26, 2026

Page 19 of 202

Popular datasets

CIFAR MNIST Adult ImageNet Wine

Follow for updates

Join SOTA2 Contact