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Anomaly Detection on MVTec-AD Separate setting

100Bottle AUROC

RD4AD

Updated 4d ago

Evaluation Results

Method	Links
RD4AD 2024.02		100	95	96.3	99.9	100	96.6	97	99.5	96.7	98.5	98.9	100	100	99.3	99.2	98.5
PatchCore 2024.02		100	99.4	97.8	100	100	96	97	99.7	100	99.5	98.7	97.9	100	99.3	99	99
UniAD 2024.02		100	97.6	85.3	99.9	99	88.3	91.9	95	100	96.7	99.9	98.5	100	99	97.9	96.6
CRAD 2024.02		100	99.7	98.4	100	100	98.7	98.6	96.1	99.9	99.6	100	100	100	99.2	100	99.4
PaDiM 2024.02		99.9	92.7	91.3	92	98.7	93.3	85.8	96.1	97.4	90.3	99.8	96.7	100	98.1	99.2	95.5
MKD 2024.02		99.4	89.2	80.5	98.4	73.6	82.7	83.3	92.2	85.6	93.2	79.3	78	95.1	91.6	94.3	87.8
DRAEM 2024.02		99.2	91.8	98.5	100	98.7	98.9	93.9	100	93.1	100	97	99.9	100	99.6	99.1	98
US 2024.02		99	86.2	86.1	93.1	82	87.9	54.9	95.3	81.8	91.9	91.6	81	88.2	99.1	97.7	87.7