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Anomaly Classification on MVTec 4 (test)

99.8Average Image AUROC

DDAD-10

Updated 7d ago

Evaluation Results

Method	Links
DDAD-10 2023.05		99.8	99.3	100	100	100	100	100	99.4	99.4	100	100	100	99	100	100	100	-	-
DDAD-S-10 2023.05		99.7	98.2	100	100	100	99.9	100	99.8	99.4	99.8	100	99.5	98.3	100	100	99.9	-	-
SimpleNet 2023.05		99.6	99.7	99.7	100	99.8	100	100	99.9	97.7	100	100	99	98.2	99.7	100	99.9	-	-
PatchCore 2023.05		99.1	98.7	99.7	100	100	99.2	100	99.5	98.1	100	100	99.8	98.1	100	100	99.4	-	-
RD4AD 2023.05		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	-	-
DRAEM 2023.05		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	-	-
Score-based PR 2023.05		97.7	91.7	100	99.9	99.8	96.1	100	94.2	97.2	98.6	96.6	96.1	98.6	98.1	98.7	99.9	-	-
TailedCore 2025.04		95.71	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	95.82	95.34
RIAD 2023.05		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	-	-
AnomalyCLIP 2025.04		91.48	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	91.82	90.83
WinCLIP 2025.04		90.37	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	91.6	88.21
PatchCore 2025.04		83.83	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	92.19	71.18
HVQ 2025.04		83.56	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	82.01	85.5
SoftPatch 2025.04		79.64	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	67.65	97.54
PaDiM 2025.04		79.19	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	77.47	81.28
GANomaly 2023.05		42.1	20.3	40.4	41.3	40.8	74.4	25.1	45.7	68.2	53.7	27	47.2	23.1	37.2	44	43.4	-	-