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ResearchFormerly WizWand

Patch-level Anomaly Detection on LH (test)

0.9587AUCAnoPILaD
0.1997080.3967540.59380.790846Aug 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
AnoPILaDTimestep=674, Sampler=PLMS, Inference timesteps=1002025.080.95870.9499
MemAEInput size=256x2562025.080.9290.8886
AEInput size=256x2562025.080.92540.8906
AnoDDPMTimestep=674, Sampler=PLMS, Inference timesteps=1002025.080.85550.7841
complexityBackbone=VAE [18], Input size=64x642025.080.79310.7139
RegretBackbone=VAE [18], Input size=64x642025.080.6720.6718
LLRBackbone=VAE [18], Input size=64x642025.080.60780.626
NLLBackbone=VAE [18], Input size=64x642025.080.49820.5552
f-AnoGANInput size=64x642025.080.22890.3377