Our new X account is live! Follow @wizwand_team for updates

Anomaly Detection and Localization on MVTec 5 (test)

99.7Image AUROC

DiffusionAD

Updated 4d ago

Evaluation Results

Method	Links
DiffusionAD 2023.03		99.7	98.7	95.7	76.1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SimpleNet 2023.03		99.6	97.6	90	54.8	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DMAD 2023.03		99.6	98.2	90.6	53.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RD++ 2023.03		99.4	98.3	95	60.8	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
PatchCore 2023.03		99.1	98.1	93.5	56.1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RD4AD 2023.03		98.5	97.8	93.9	58	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DRAEM 2023.03		98	97.3	92.1	68.4	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
FastFlow 2023.03		90.5	95.5	85.6	39.8	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
PatchCore 2023.03		-	-	-	-	98.1	99	98.7	99.3	95.6	95	98.6	98.4	98.8	98.7	98.4	97.4	99.4	98.7	96.3	98.8
RD4AD 2023.03		-	-	-	-	97.8	98.8	97	98.6	98.9	99.3	99	99.4	97.3	98.2	99.6	95.7	99.1	93	95.4	98.2
RD++ 2023.03		-	-	-	-	98.3	99.2	99.3	99.4	96.6	95.8	98.8	98.4	98.8	99.2	98.1	98.3	99.7	99.1	94.3	98.8
SimpleNet 2023.03		-	-	-	-	97.6	98.4	98.9	98	96.6	93.2	94	98.7	97.4	98.6	97	98.8	98	99.2	97.8	99.2
DMAD 2023.03		-	-	-	-	98.2	99.1	99.2	99.5	96	95.5	98.9	98.1	98.3	99.1	97.7	98.7	99.6	99.4	95.4	98.3
DRAEM 2023.03		-	-	-	-	97.3	95.5	99.7	98.6	99.2	96.4	99.1	94.7	94.3	99.7	99.5	97.6	97.6	98.1	90.9	98.8
FastFlow 2023.03		-	-	-	-	95.5	98	93.5	93	96.1	95.9	92.7	97.5	97.4	98.9	98.1	92.3	99.4	92.7	94.3	93.4
DiffusionAD 2023.03		-	-	-	-	98.7	99	99.7	99.8	99.7	96.7	99.1	98.1	98.3	99.7	99.7	99.3	99	98.8	92.9	99.2