KSDD

Benchmarks

Task Name	Dataset Name	SOTA Result
Anomaly Detection	KSDD	AUROC0.984	40
Anomaly Segmentation	KSDD2	AP76.6	22
Image-level Anomaly Detection	KSDD	AUROC98.1	21
Anomaly Localization	KSDD	AUROC99.5	19
Anomaly Detection	KSDD2	APdet99.9	14
Pixel-level Anomaly Detection	KSDD	AUROC99.4	13
Image-level Anomaly Detection	KSDD2	AUROC97.3	12
Anomaly Localization	KSDD2	APloc85.5	9
Pixel-level Anomaly Segmentation	KSDD	AUROC0.995	7
Image-level Anomaly Classification	KSDD	AUROC97.9	7
Anomaly Classification	KSDD2 (test)	I-AUROC95.1	7
Anomaly Localization	KSDD 2	AUROC99.6	6
Defect Detection	KSDD2	AUROC94.03	6

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