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Anomaly Detection on MVTec AD (test) (Per-Class AUROC)

99.7Average AUROC

FastFlow

Updated 4d ago

Evaluation Results

Method	Links
FastFlow 2023.06		99.7	99.4	100	99.9	100	99.2	-	-	-	-	-	-	-	-	-	-
Reduced Student 2023.06		99.5	100	99.7	99.7	98.7	99.6	-	-	-	-	-	-	-	-	-	-
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
CFA 2023.06		99.1	97.3	99.2	100	99.4	99.7	-	-	-	-	-	-	-	-	-	-
PatchCore 2023.06		99	98.7	98.2	100	98.7	99.2	-	-	-	-	-	-	-	-	-	-
RD4AD 2023.03		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
C-FLOW* 2023.03		98.3	99.8	96.7	100	98.1	99.1	100	97.6	97.7	100	99.3	96.8	91.9	99.7	95.2	98.5
DADF 2023.03		98.3	98.1	100	100	100	97.8	100	99.2	95	96	99.7	97.2	95.8	97.2	100	98.5
CutPaste 2023.06		98.1	100	96.2	95.4	100	99.1	-	-	-	-	-	-	-	-	-	-
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
STPM 2023.06		96.7	95.4	98.2	98.9	94.9	96.1	-	-	-	-	-	-	-	-	-	-
Cutpaste 2023.03		96.1	93.9	100	100	94.6	99.1	98.2	81.2	98.2	98.3	99.9	94.9	88.7	99.4	96.1	99.9
Padim 2023.03		95.5	99.8	96.7	100	98.1	99.2	99.9	92.7	91.3	92	98.7	93.3	85.8	96.1	97.4	90.3
RIAD 2023.03		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
MKD 2023.03		87.7	79.3	78.1	95.1	91.6	94.3	99.4	89.2	80.5	98.4	82.7	82.7	83.3	92.2	85.6	93.2