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Papers Benchmarks Datasets Tasks

MVTec LOCO AD dataset and benchmarks · SOTA2 Research

Research Datasets

MVTec LOCO AD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

MVTec LOCO AD Structural Anomalies

94.7Average (Structural Anomalies)

26

Anomaly Localization

MVTec LOCO AD (test)

92.5Mean Score

19

Anomaly Localization

MVTec LOCO AD

85.6Logical Pixel sPRO

18

Anomaly Detection

MVTec LOCO AD (test)

95.3Average I-AUROC

17

Image-level anomaly detection

MVTec LOCO AD (test)

90.1AUROC

16

Anomaly Localization

MVTec LOCO AD 1.0 (test)

83.2sPRO (Average)

10

Popular tasks

Anomaly Localization Anomaly Detection Image-level Anomaly Detection

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