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 27 · SOTA2 Research

Binary Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Dt In-Domain Text (test)

96.2Accuracy

5

Feb 26, 2026

FakeSV text-video (Out-Of-Domain)

63.55Accuracy

5

Feb 26, 2026

CASIA2.0 image (Out-Of-Domain)

0.636Accuracy

5

Feb 26, 2026

ISOT text (Out-Of-Domain)

93.69Accuracy

5

Feb 26, 2026

Good Credit Score

0.79AUC

5

Feb 26, 2026

1AUC

5

Feb 26, 2026

0.75AUC

5

Feb 26, 2026

0.77AUC

5

Feb 26, 2026

71.7F1 (Happy)

5

Feb 26, 2026

Internal Hold-out n=248 (test)

Cluster-Induced Mask Transformer

85Sensitivity

5

Feb 26, 2026

PatchCamelyon 32-shot (test)

79.1Accuracy

5

Feb 26, 2026

PatchCamelyon 16-shot (test)

75.8Accuracy

5

Feb 26, 2026

PatchCamelyon 4-shot (test)

0.678Accuracy

5

Feb 26, 2026

SST2 32-shot (test)

75.5Accuracy

5

Feb 26, 2026

SST2 16-shot (test)

73.2Accuracy

5

Feb 26, 2026

SST2 4-shot (test)

0.698Accuracy

5

Feb 26, 2026

0.744AUC

5

Feb 26, 2026

TENC-mutual (cross)

77.77AUC

5

Feb 26, 2026

TENC-mutual (cross)

77.11AUC

5

Feb 26, 2026

TENC-mutual (cross)

84.29AUC

5

Feb 26, 2026

Colon Cancer (test)

Zoom-In Network

95Accuracy

5

Feb 26, 2026

WordNet (4000 withheld edges)

order-embeddings

90.6Accuracy

5

Feb 26, 2026

VinDr-Mammo (test)

Token-Based Dual-view Fusion

79.57F1-Score

4

Jul 8, 2026

Digits 3 vs 5 (50 splits)

0Accepted Error Rate

4

Jun 23, 2026

Breast cancer: benign vs malignant (50 splits)

0.2Accepted Error Rate

4

Jun 23, 2026

Page 27 of 38

Popular datasets

MNIST CIFAR Adult blood iNAT

Follow for updates

Join SOTA2 Contact