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Anomaly Classification on MVTec 4 (test)

99.8Average Image AUROC

DDAD-10

Updated 4d ago

Evaluation Results

Method	Links
DDAD-10 2023.05		99.8	99.3	100	100	100	100	100	99.4	99.4	100	100	100	99	100	100	100
DDAD-S-10 2023.05		99.7	98.2	100	100	100	99.9	100	99.8	99.4	99.8	100	99.5	98.3	100	100	99.9
SimpleNet 2023.05		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
PatchCore 2023.05		99.1	98.7	99.7	100	100	99.2	100	99.5	98.1	100	100	99.8	98.1	100	100	99.4
RD4AD 2023.05		98.5	98.9	100	100	99.3	99.2	100	95	96.3	99.9	100	96.6	97	99.5	96.7	98.5
DRAEM 2023.05		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
Score-based PR 2023.05		97.7	91.7	100	99.9	99.8	96.1	100	94.2	97.2	98.6	96.6	96.1	98.6	98.1	98.7	99.9
RIAD 2023.05		91.7	84.2	99.6	100	98.7	93	99.9	81.9	88.4	83.3	88.5	83.8	84.5	100	90.9	98.1
GANomaly 2023.05		42.1	20.3	40.4	41.3	40.8	74.4	25.1	45.7	68.2	53.7	27	47.2	23.1	37.2	44	43.4