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Anomaly Detection on MVTec 5 (test)

99.7Image AUROC (Avg)

DiffusionAD

Updated 4d ago

Evaluation Results

Method	Links
DiffusionAD 2023.03		99.7	99.3	100	100	99.9	99.9	99.7	99.6	98.9	100	100	99	99.4	100	99.8	100
SimpleNet 2023.03		99.6	99	97.8	99.3	99.7	99.9	100	99.9	100	100	100	100	100	98.1	100	100
DMAD 2023.03		99.6	100	100	100	100	100	100	99.1	98.9	100	100	97.3	100	100	98.7	99.6
RD++ 2023.03		99.4	100	100	100	99.7	99.3	100	99.2	99	100	100	98.4	98.9	100	98.5	98.6
PatchCore 2023.03		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
RD4AD 2023.03		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
DRAEM 2023.03		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
FastFlow 2023.03		90.5	87.5	88.1	96.1	63.2	90.8	100	91.2	99.2	98.8	90.8	98	97.8	100	88.1	67.5