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Anomaly Detection on MVTec-AD Separate setting

99.2Image AUROC

FSR

Updated 24d ago

Evaluation Results

Method	Links
FSR 2026.03		99.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	98.4
FSR 2026.03		99.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	98.4
PatchCore 2026.03		99.1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	98.1
FSR 2026.03		99.1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	98.4
FSR 2026.03		98.9	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	98.3
RD4AD 2026.03		98.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	97.8
DRAEM 2026.03		98	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	97.3
FastFlow 2026.03		97.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	98.4
UniAD 2026.03		96.6	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	96.6
PaDiM 2026.03		95.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	97.5
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	-
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	-
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	-