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

Binary Classification research benchmarks – Page 16 · SOTA2 Research

Binary Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ogbg-molhiv full (val)

84.89AUROC

8

Feb 26, 2026

Census 1994 Survey (test)

47F1 Score

8

Feb 26, 2026

Adult Census Survey 1994

66F1 Score

8

Feb 26, 2026

Circles (Mixed)

100Accuracy

7

Jul 7, 2026

Two Moons (Mixed)

99.89Accuracy

7

Jul 7, 2026

ADNI FDG-PET (pMCI/sMCI)

83.5AUROC

7

Jun 30, 2026

ADNI FDG-PET (AD/CN)

94.6AUROC

7

Jun 30, 2026

80.24Accuracy

7

Jun 15, 2026

SAMM (original image reference gallery)

99.83AUC

7

May 28, 2026

88.47Peak Validation Range

7

May 25, 2026

90.5Peak Validation Range

7

May 25, 2026

Fraud (holdout test)

0.003BCEL

7

Apr 23, 2026

UCI Heart Disease

0.89Full-data UB (AUROC)

7

Apr 21, 2026

Camelyon WILDS 17

93.24Accuracy

7

Mar 27, 2026

Synthetic 50% MCAR (test)

74.2AUC

7

Mar 24, 2026

CICIoT 2023 (test)

Extra Trees Classifier

100Accuracy

7

Mar 24, 2026

165 binary datasets

TCN-based model

99AP

7

Mar 13, 2026

pima 25% label noise (test)

77.9Accuracy

7

Mar 9, 2026

biodeg 25% label noise (test)

83.7Accuracy

7

Mar 9, 2026

saheart 25% label noise

82.2Mean F1-Score

7

Mar 9, 2026

raisin 25% label noise

87Mean F1 Score

7

Mar 9, 2026

pop failures 25% label noise

32.6Mean F1-Score

7

Mar 9, 2026

plrx 25% label noise

83.4Mean F1-Score

7

Mar 9, 2026

fertility 25% label noise

94.1Mean F1-score

7

Mar 9, 2026

diabetic 25% label noise

68.6Mean F1-score

7

Mar 9, 2026

Page 16 of 38

Popular datasets

MNIST CIFAR Adult blood iNAT

Follow for updates

Join SOTA2 Contact