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

Anomaly Detection research benchmarks – Page 30 · SOTA2 Research

Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

glass Out-of-Domain

40F1 Score

10

Mar 17, 2026

fraud Out-of-Domain

63.25F1 Score

10

Mar 17, 2026

cover Out-of-Domain

81F1 Score

10

Mar 17, 2026

campaign Out-of-Domain

57.97F1 Score

10

Mar 17, 2026

backdoor Out-of-Domain

86.73F1 Score

10

Mar 17, 2026

amazon Out-of-Domain

18.11F1 Score

10

Mar 17, 2026

yeast In-Domain

67.99F1 Score

10

Mar 17, 2026

57.51F1 Score

10

Mar 17, 2026

96F1 Score

10

Mar 17, 2026

thyroid In-Domain

80.22F1 Score

10

Mar 17, 2026

shuttle In-Domain

98.55F1 Score

10

Mar 17, 2026

satimage In-Domain 2

94.37F1 Score

10

Mar 17, 2026

69.1F1 Score

10

Mar 17, 2026

pendigits In-Domain

93.08F1 Score

10

Mar 17, 2026

Parkinson In-Domain

92.57F1 Score

10

Mar 17, 2026

optdigits In-Domain

84F1 Score

10

Mar 17, 2026

100F1 Score

10

Mar 17, 2026

mnist In-Domain

80.14F1 Score

10

Mar 17, 2026

mammography In-Domain

52F1 Score

10

Mar 17, 2026

lympho In-Domain

96.67F1 Score

10

Mar 17, 2026

Hepatitis In-Domain

49.23F1-Score

10

Mar 17, 2026

fault In-Domain

58.13F1 Score

10

Mar 17, 2026

donors In-Domain

99.13F1 Score

10

Mar 17, 2026

census In-Domain

40.44F1 Score

10

Mar 17, 2026

cardio In-Domain

74.77F1 Score

10

Mar 17, 2026

Page 30 of 62

Popular datasets

MVTec AD MNIST CIFAR Gaussian mixture synthetic dataset SMAP

Follow for updates

Join SOTA2 Contact