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Anomaly Detection on MVTec-AD standard (test)

99.8I-AUROC

DDAD

Updated 4d ago

Evaluation Results

Method	Links
DDAD 2024.06		99.8	99.3	100	100	100	100	100	99.4	99.4	100	100	100	99	100	100	100	99.8
SimpleNet 2024.06		99.6	99.7	99.7	100	99.8	100	100	99.9	97.7	100	100	99	98.2	99.7	100	99.9	99.6
GLAD 2024.06		99.3	99	100	100	100	99.4	100	99.9	99.5	100	100	98.1	96.9	100	98.3	98.5	99.3
PatchCore 2024.06		99.1	98.7	98.2	100	98.7	99.2	100	99.5	98.1	100	100	96.6	98.1	100	100	99.4	99.1
DiffAD 2024.06		98.7	98.3	100	100	100	100	100	94.6	97.5	100	100	97.7	97.2	100	96.1	100	98.7
RD4AD 2024.06		98.5	98.9	100	100	99.3	99.2	100	95	96.3	99.9	100	99.6	97	99.5	96.7	98.5	98.5
OCR-GAN 2024.06		98.3	99.4	99.6	97.1	95.5	95.7	99.6	99.1	96.2	98.5	99.5	98.3	100	98.7	98.3	99	98.3
DRAEM 2024.06		98	97	99.9	100	99.6	99.1	99.2	91.8	98.5	100	98.7	98.9	93.9	100	93.1	100	98