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Papers Benchmarks Datasets Tasks

Anomaly Localization research benchmarks – Page 7 · SOTA2 Research

Anomaly Localization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

78.4AP

4

Feb 26, 2026

93AUCROC

4

Feb 26, 2026

84AP

4

Feb 26, 2026

BeanTech AD (test)

99Category 01 Score

4

Feb 26, 2026

98.96P-AUC

3

Jun 9, 2026

Gemini 2.5 Flash

35.86mAP@30

3

May 29, 2026

MosMed External n=40 (val)

45.4DSC

3

Apr 28, 2026

COVID-19 n=16 (External val)

47.6DSC

3

Apr 28, 2026

Anomaly Localization Point cloud

100Time

3

Apr 14, 2026

73.8Time Score

3

Apr 14, 2026

BTAD Class 03 (test)

99.8P-AUC

3

Feb 26, 2026

BTAD Class 02 (test)

97.4P-AUC

3

Feb 26, 2026

BTAD Class 01 (test)

97.2P-AUC

3

Feb 26, 2026

Avg (MVTec-AD, MPDD, VisA, PCB-Bank) (test)

98P-AUROC

3

Feb 26, 2026

MTD (Magnetic Tile Defects)

85.43Pixel-wise AUROC

3

Feb 26, 2026

All (MVTec-AD, VisA, MPDD, BTAD combined)

98.5AUROC (Per-Class)

2

Feb 26, 2026

Real-IAD single view

87.5AUPRO

2

Feb 26, 2026

Page 7 of 7

Popular datasets

VisA MVTec AD BTAD MPDD PCB-Bank

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