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

Multi-class classification research benchmarks – Page 5 · SOTA2 Research

Multi-class classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

96.95Accuracy

9

Feb 26, 2026

CIFAR-S CIFAR-10 synthetic color gray bias

92.1Unweighted Avg Accuracy

9

Feb 26, 2026

0.48Macro F1 Score

9

Feb 26, 2026

Alzheimer's Disease (AD) (test)

98.5Accuracy

8

Jun 30, 2026

84Accuracy

8

Apr 13, 2026

48.1Accuracy

8

Mar 24, 2026

66.5Accuracy

8

Mar 24, 2026

69.1Accuracy

8

Mar 24, 2026

68.6Accuracy

8

Mar 24, 2026

45.7Accuracy

8

Mar 24, 2026

60.4Accuracy

8

Mar 24, 2026

Poisson Distribution Synthetic (test)

81Accuracy

8

Mar 24, 2026

Exponential Distribution Synthetic (test)

56.3Accuracy

8

Mar 24, 2026

Gamma Distribution Synthetic (test)

60.7Accuracy

8

Mar 24, 2026

Weibull Distribution Synthetic (test)

73.5Accuracy

8

Mar 24, 2026

ToxiCN_MM Task B

81.84Macro F1 Score

8

Feb 26, 2026

HarMeme Multi-class

69.65Macro F1

8

Feb 26, 2026

78.82Accuracy

8

Jun 18, 2026

Trauma dataset stratified 5-fold CV

L3 (macro-level narrative evaluation)

0.692AUC

7

May 1, 2026

Anxiety dataset multi-class severity levels stratified 5-fold CV

B + L1 + L2 + L3 (multi-level analytical framework)

71.8AUC

7

May 1, 2026

Depression dataset multi-class severity levels (stratified 5-fold CV)

B + L1 + L2 + L3 (multi-level analytical framework)

69.9AUC

7

May 1, 2026

LPMC holdout (test)

0.674Cross-Entropy Loss

7

Apr 23, 2026

0.447Competition Score

7

Feb 26, 2026

100Mean ROC-AUC OvO

7

Feb 26, 2026

0.748Mean ROC-AUC OvO

7

Feb 26, 2026

Page 5 of 9

Popular datasets

CIFAR OpenML EBES ADNI CIFAR100

Follow for updates

Join SOTA2 Contact