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 43 · SOTA2 Research

Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100I-AUROC

7

Feb 26, 2026

92.2I-AUROC

7

Feb 26, 2026

99.7I-AUROC

7

Feb 26, 2026

100I-AUROC

7

Feb 26, 2026

99.9I-AUROC

7

Feb 26, 2026

100I-AUROC

7

Feb 26, 2026

100I-AUROC

7

Feb 26, 2026

97.8AUROC

7

Feb 26, 2026

60.4Score Class 0

7

Feb 26, 2026

0.342AUPRC (Digit 1)

7

Feb 26, 2026

88.8AUC

7

Feb 26, 2026

0.904AUC

7

Feb 26, 2026

0.919AUC

7

Feb 26, 2026

voraus-AD (test)

96.6Additional Friction Rate

7

Feb 26, 2026

CIFAR-10 13579 (one-for-all)

91.9AUROC

7

Feb 26, 2026

CIFAR-10 {02468} (one-for-all)

0.93AUROC

7

Feb 26, 2026

CIFAR-10 {01234} (one-for-all)

0.844AUROC

7

Feb 26, 2026

MNIST Heldout Digit 9 1 (test)

70.5AUPRC

7

Feb 26, 2026

MNIST Heldout Digit 7 1 (test)

0.801AUPRC

7

Feb 26, 2026

MNIST Heldout Digit 5 1 (test)

0.939AUPRC

7

Feb 26, 2026

MNIST Heldout Digit 4 1 (test)

0.911AUPRC

7

Feb 26, 2026

MNIST Heldout Digit 1 (test)

68.4AUPRC

7

Feb 26, 2026

91.4AUC

7

Feb 26, 2026

DTD (one vs. rest)

94.6Mean AUC

7

Feb 26, 2026

CUB (one vs. rest)

0.975Mean AUC

7

Feb 26, 2026

Page 43 of 62

Popular datasets

MVTec AD MNIST CIFAR Gaussian mixture synthetic dataset SMAP

Follow for updates

Join SOTA2 Contact