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Papers Benchmarks Datasets Tasks

KSDD dataset and benchmarks · SOTA2 Research

Research Datasets

KSDD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

KSDD

0.984AUROC

40

Anomaly Detection

KSDD2

98AUROC

27

Anomaly Segmentation

KSDD2

76.6AP

22

Image-level Anomaly Detection

KSDD

98.1AUROC

21

Anomaly Localization

KSDD

99.5AUROC

19

Pixel-level Anomaly Detection

KSDD

99.4AUROC

13

Image-level Anomaly Detection

KSDD2

97.3AUROC

12

Anomaly Localization

KSDD2

85.5APloc

9

Pixel-level Anomaly Segmentation

KSDD

0.995AUROC

7

Image-level Anomaly Classification

KSDD

97.9AUROC

7

Anomaly Classification

KSDD2 (test)

95.1I-AUROC

7

Anomaly Localization

KSDD 2

99.6AUROC

6

Defect Detection

KSDD2

94.03AUROC

6

Popular tasks

Anomaly Localization Anomaly Detection Image-level Anomaly Detection Anomaly Classification Anomaly Segmentation

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