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 Segmentation research benchmarks – Page 5 · SOTA2 Research

Anomaly Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

98AUROC

7

Feb 26, 2026

97.8AUROC

7

Feb 26, 2026

MVTec-AD 1-shot (test)

96.8AUROC

7

Feb 26, 2026

93.2Pixel-AUC

7

Feb 26, 2026

VCP-CLIP (ours)

0.941AUROC

7

Feb 26, 2026

VCP-CLIP (ours)

93.6AUROC

7

Feb 26, 2026

VCP-CLIP (ours)

99AUROC

7

Feb 26, 2026

VCP-CLIP (ours)

0.978AUROC

7

Feb 26, 2026

VCP-CLIP (ours)

99.3AUROC

7

Feb 26, 2026

Synthetic Brain MRI (test)

100AUPRC

7

Feb 26, 2026

Fishyscapes Web Oct. 2020 v1 (test)

63.99AP

7

Feb 26, 2026

0.987I-AUROC

6

Jun 29, 2026

Relative Energy Learning (REL) + Point Raise

96.26AUROC

6

Jun 2, 2026

98.8AUROC (seg)

6

Apr 28, 2026

RETOUCH (external)

19.98Dice Score

6

Apr 27, 2026

MVTec 3D-AD (test)

0.954I-AUROC

6

Feb 26, 2026

Real IAD (test)

0.893I-AUROC

6

Feb 26, 2026

81.5AUROC

6

Feb 26, 2026

89.7AUROC

6

Feb 26, 2026

95.6AUROC

6

Feb 26, 2026

90.6AUROC

6

Feb 26, 2026

94.2AUROC

6

Feb 26, 2026

Suede Silicon Wafers (SSW) (test)

0.89AUCROC

6

Feb 26, 2026

Coating Products (CP) (test)

97AUC ROC

6

Feb 26, 2026

0.429Dice Score

6

Feb 26, 2026

Page 5 of 7

Popular datasets

VisA MVTec AD SMIYC Fishyscapes BTAD

Follow for updates

Join SOTA2 Contact