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ResearchFormerly WizWand

Anomaly Localization on MVTec AD & VisA Average (test)

98.5AUROCPatchCore
93.40494.72796.0597.373Sep 13, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PatchCoreFPS=34, Parameters=82MB2023.0998.592.6
FAIRbase width (c)=128, FPS=57, Parameters=65.8MB, image reconstruction-based=true2023.0998.592.7
FAIRbase width (c)=64, FPS=100, Parameters=16.5MB, image reconstruction-based=true2023.0998.592.7
FAIRbase width (c)=32, FPS=132, Parameters=4.1MB, image reconstruction-based=true2023.0998.491.9
RD4ADFPS=37.5, Parameters=89.5MB2023.0998.193.4
DRAEMFPS=45, Parameters=93MB, image reconstruction-based=true2023.0995.385.4
ASTFPS=38, Parameters=147MB2023.0995.279.5
DSRFPS=43, Parameters=38.4MB, image reconstruction-based=true2023.0993.679.9