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 32 · SOTA2 Research

Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Gaussian mixture synthetic dataset Id 2

48.97F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 1

44.5F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 0

37.76F1 Score

10

Mar 17, 2026

Credit Card Fraud

95F1 Score

10

Mar 17, 2026

78.6AUROC (I)

10

Mar 16, 2026

DGraph-Fin zero-shot (test)

54.47AUROC

10

Mar 11, 2026

96Accuracy

10

Mar 11, 2026

Anomaly Detection Challenge

1Rank

10

Feb 26, 2026

Facebook largest 10 social networks

0.96AUC

10

Feb 26, 2026

Facebook largest 8 social networks 2012

0.965AUC

10

Feb 26, 2026

Facebook largest 5 social networks 2012

0.973AUC

10

Feb 26, 2026

Facebook largest 2 social networks 2012

99.1AUC

10

Feb 26, 2026

78.9AUROC

10

Feb 26, 2026

Mars Rover Mastcam

76.4AUROC

10

Feb 26, 2026

SKAB valve anomalies

98.2F1 Score

10

Feb 27, 2026

52.08F1-Score

10

Feb 26, 2026

95.9Precision

10

Feb 26, 2026

43.9Precision

10

Feb 26, 2026

MVTec-LOCO Total Overall

88.3ROC-AUC

10

Feb 26, 2026

95.5AUROC (Pixel-level)

10

Feb 26, 2026

0.965Pixel AUROC

10

Feb 26, 2026

85.7Image-level AUC

10

Feb 26, 2026

CIFAR-10 1 class

99.1AUROC

10

Feb 26, 2026

MVTec-AD Separate setting

99.2Image AUROC

10

Mar 25, 2026

99.6AUROC

10

Feb 26, 2026

Page 32 of 62

Popular datasets

MVTec AD MNIST CIFAR Gaussian mixture synthetic dataset SMAP

Follow for updates

Join SOTA2 Contact