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 165 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MONK's-2 k=136 (test)

Multilinear-CovJac

86.06Last-10 Accuracy

4

May 12, 2026

Splice k=4095 (test)

Multilinear-CovJac

97.2Last-10 Accuracy

4

May 12, 2026

73Overall Accuracy

4

May 11, 2026

78.1Accuracy

4

May 11, 2026

OASIS Brain MRI 1

69.7Accuracy

4

May 11, 2026

18 Classification tasks aggregated

82Accuracy

4

May 7, 2026

Iris UCI (test)

97.33Accuracy

4

May 4, 2026

iris UCI (train)

99.8Accuracy

4

May 4, 2026

95Targeted ASR

4

May 4, 2026

FCorrTransformer

0.177DPD

4

Apr 30, 2026

CIFAR-100 + FMNIST Tshirt-Coat (test)

90Accuracy

4

Apr 28, 2026

CIFAR-100 + FMNIST Tshirt-Shirt (test)

78Accuracy

4

Apr 28, 2026

CheXpert (External val)

CheXmix (S1 + S2)

71.2AUROC

4

Apr 28, 2026

NIH ChestX-ray14 external (val)

CheXmix (S1+S2)

77.3AUROC

4

Apr 28, 2026

Task 04 Contrast×1.3 (test)

77.91Accuracy

4

Apr 24, 2026

Task 04 Contrast×0.7 (test)

74.12Accuracy

4

Apr 24, 2026

Task 04 Brightness×1.3 (test)

76.26Accuracy

4

Apr 24, 2026

Task 04 Brightness×0.7 (test)

73.99Accuracy

4

Apr 24, 2026

Task 04 Blur (k=3) (test)

53.97Accuracy

4

Apr 24, 2026

Task 04 Gaussian σ=0.10 (test)

75.58Accuracy

4

Apr 24, 2026

Task 04 Gaussian σ=0.05 (test)

78.88Accuracy

4

Apr 24, 2026

Task 04 Clean (test)

80.88Accuracy

4

Apr 24, 2026

0.935AUC

4

Apr 21, 2026

Federated Learning Convergence Non-IID Dir. α = 0.1 (train)

264R95 Convergence

4

Apr 21, 2026

LegalBench Interpretation

Oracle (Upper Bound)

69.7Accuracy

4

Apr 14, 2026

Page 165 of 202

Popular datasets

CIFAR MNIST Adult ImageNet Wine

Follow for updates

Join SOTA2 Contact