Anomaly Detection on MVTec-AD standard (test) benchmark leaderboard · SOTA2 Research

Anomaly Detection on MVTec-AD standard (test)

99.8I-AUROCDDAD

Evaluation Results

Method	Links
DDAD2024.06		99.8	99.3	100	100	100	100	100	99.4	99.4	100	100	100	99	100	100	100	99.8
SimpleNet2024.06		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	99.6
GLAD2024.06		99.3	99	100	100	100	99.4	100	99.9	99.5	100	100	98.1	96.9	100	98.3	98.5	99.3
PatchCore2024.06		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	99.1
DiffAD2024.06		98.7	98.3	100	100	100	100	100	94.6	97.5	100	100	97.7	97.2	100	96.1	100	98.7
RD4AD2024.06		98.5	98.9	100	100	99.3	99.2	100	95	96.3	99.9	100	99.6	97	99.5	96.7	98.5	98.5
OCR-GAN2024.06		98.3	99.4	99.6	97.1	95.5	95.7	99.6	99.1	96.2	98.5	99.5	98.3	100	98.7	98.3	99	98.3
DRAEM2024.06		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	98