Anomaly Classification on MVTec 4 (test) benchmark leaderboard · SOTA2 Research

Anomaly Classification on MVTec 4 (test)

99.8Average Image AUROCDDAD-10

Evaluation Results

Method	Links
DDAD-102023.05		99.8	99.3	100	100	100	100	100	99.4	99.4	100	100	100	99	100	100	100	—	—
DDAD-S-102023.05		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	—	—
SimpleNet2023.05		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	—	—
PatchCore2023.05		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	—	—
RD4AD2023.05		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	—	—
DRAEM2023.05		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 PR2023.05		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	—	—
TailedCore2025.04		95.71	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	95.82	95.34
RIAD2023.05		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	—	—
AnomalyCLIP2025.04		91.48	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	91.82	90.83
WinCLIP2025.04		90.37	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	91.6	88.21
PatchCore2025.04		83.83	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	92.19	71.18
HVQ2025.04		83.56	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	82.01	85.5
SoftPatch2025.04		79.64	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	67.65	97.54
PaDiM2025.04		79.19	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	77.47	81.28
GANomaly2023.05		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	—	—