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 13 · SOTA2 Research

Binary Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DY-HN27K (DBpedia-YAGO Hard-Negative) Section 3 (test)

93.7Accuracy

9

May 28, 2026

DW-HN29K DBpedia-Wikidata Hard-Negative Section 3 (test)

96.8Accuracy

9

May 28, 2026

94.29Accuracy

9

May 25, 2026

75.84ROC AUC

9

May 13, 2026

99.9F1 Score

9

Apr 27, 2026

99.9F1 Score

9

Apr 27, 2026

99.5F1 Score

9

Apr 27, 2026

Beebone (train)

99.6F1 Score

9

Apr 27, 2026

Enterak.A (test)

100F1 Score

9

Apr 27, 2026

Enterak A (train)

100F1 Score

9

Apr 27, 2026

99.8F1 Score

9

Apr 27, 2026

100F1 Score

9

Apr 27, 2026

88.52AUC

9

Mar 10, 2026

0.98AUC

9

Mar 10, 2026

0.735Mean AUC

9

Feb 26, 2026

SCM spurious shift (test)

0.733ROC AUC

9

Feb 26, 2026

CIC MalMemAnalysis 2022 (test)

100Accuracy

9

Feb 26, 2026

70.2Accuracy

9

Feb 26, 2026

Pink Slime (PS) vs regular Local News (LN)

89.31Accuracy

9

Feb 26, 2026

73.11Accuracy

9

Feb 26, 2026

73.32Accuracy

9

Feb 26, 2026

87.41Accuracy

9

Feb 26, 2026

70Accuracy

9

Feb 26, 2026

UTK-Face Race sensitive attribute

91.4UA

9

Feb 26, 2026

UTK-Face Age sensitive attribute

79.7UA

9

Feb 26, 2026

Page 13 of 38

Popular datasets

MNIST CIFAR Adult blood iNAT

Follow for updates

Join SOTA2 Contact