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Anomaly Detection on MVTec AD 8 (test)

100AUROC (Carpet)

CSFlow

Updated 4d ago

Evaluation Results

Method	Links
CSFlow 2023.03		100	-	99	100	100	100	99.8	99.8	99.1	97.1	99.6	99.1	98.6	97.6	91.9	99.3	99.7	98.2	98.7
THFR 2023.03		100	-	99.8	100	99.3	99.2	99.7	100	99.2	97.5	100	100	97.8	97.1	100	99.7	97.7	98.9	99.2
RealNet 2023.03		100	-	99.9	100	100	99.2	99.8	100	99.2	99.5	100	99.8	99.1	98.8	99.4	100	99.8	99.6	99.6
HETMM 2023.03		100	-	100	100	100	99.7	99.9	100	100	100	100	100	98.2	99.2	100	100	99.8	99.7	99.8
UniAD 2023.03		99.9	-	99.8	100	99	97.9	99.1	100	97.6	85.3	99.9	99	88.3	91.9	95	100	96.7	95.4	96.6
EffiAD 2023.03		99.9	-	100	100	100	99.5	99.7	100	95.2	97.9	99.4	99.6	98.6	97	100	99.9	99.7	98.7	99.1
MSFlow 2023.03		99.8	-	97	100	99.9	99.8	99.8	100	99.3	99.3	100	100	98.7	97.6	100	100	99.8	99.5	99.6
HETMM 2023.03		99.8	-	99.9	100	99.9	99.7	99.9	100	100	100	100	100	97.5	95.8	100	100	99.2	99.2	99.5
HVQT 2023.03		99.3	-	98.4	100	99.2	97.2	98.7	100	99	95.4	100	99.9	95.8	95.6	93.6	99.7	97.9	97.7	98
RD4AD 2023.03		98.9	-	100	100	99.3	99.2	99.5	100	95	96.3	99.9	100	96.6	97	99.5	96.7	98.5	98	98.5
PNI 2023.03		98.5	-	100	100	100	99.6	99.6	100	99.8	99.7	100	100	96.7	99.5	99.7	100	99.9	99.5	99.5
PatchCore 2023.03		98	-	95.6	100	99.4	99.2	99.1	100	99.3	98	100	99.7	97	96.4	100	99.9	99.2	99	99.1