Anomaly Detection on MVTec 5 (test) benchmark leaderboard · SOTA2 Research

Anomaly Detection on MVTec 5 (test)

99.7Image AUROC (Avg)DiffusionAD

Evaluation Results

Method	Links
DiffusionAD2023.03		99.7	99.3	100	100	99.9	99.9	99.7	99.6	98.9	100	100	99	99.4	100	99.8	100
SimpleNet2023.03		99.6	99	97.8	99.3	99.7	99.9	100	99.9	100	100	100	100	100	98.1	100	100
DMAD2023.03		99.6	100	100	100	100	100	100	99.1	98.9	100	100	97.3	100	100	98.7	99.6
RD++2023.03		99.4	100	100	100	99.7	99.3	100	99.2	99	100	100	98.4	98.9	100	98.5	98.6
PatchCore2023.03		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
RD4AD2023.03		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
DRAEM2023.03		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
FastFlow2023.03		90.5	87.5	88.1	96.1	63.2	90.8	100	91.2	99.2	98.8	90.8	98	97.8	100	88.1	67.5