Table 1. Class-wise FID score comparison on the MVTec-AD dataset between over architecture (full UNet tuning) and partial architecture (decoder-only tuning).

Class FID score
Over architecture Partial architecture
Bottle 112.9 80.5
Cable 62.0 64.9
Capsule 41.0 29.4
Carpet 46.5 36.4
Grid 63.4 60.8
Hazelnut 46.6 36.9
Leather 99.8 80.1
Metal nut 91.5 86.3
Pill 59.9 50.7
Screw 22.7 20.8
Tile 84.5 54.1
Transistor 63.8 80.2
Toothbrush 75.7 60.0
Wood 102.1 80.4
Zipper 110.7 56.5