Anomaly Localization on MVTec AD & VisA Average (test)
98.5AUROCPatchCore
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PatchCoreFPS=34, Parameters=82MB2023.09 | 98.5 | 92.6 | |
| FAIRbase width (c)=128, FPS=57, Parameters=65.8MB, image reconstruction-based=true2023.09 | 98.5 | 92.7 | |
| FAIRbase width (c)=64, FPS=100, Parameters=16.5MB, image reconstruction-based=true2023.09 | 98.5 | 92.7 | |
| FAIRbase width (c)=32, FPS=132, Parameters=4.1MB, image reconstruction-based=true2023.09 | 98.4 | 91.9 | |
| RD4ADFPS=37.5, Parameters=89.5MB2023.09 | 98.1 | 93.4 | |
| DRAEMFPS=45, Parameters=93MB, image reconstruction-based=true2023.09 | 95.3 | 85.4 | |
| ASTFPS=38, Parameters=147MB2023.09 | 95.2 | 79.5 | |
| DSRFPS=43, Parameters=38.4MB, image reconstruction-based=true2023.09 | 93.6 | 79.9 |