Patch-level Anomaly Detection on LH (test)
0.9587AUCAnoPILaD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AnoPILaDTimestep=674, Sampler=PLMS, Inference timesteps=1002025.08 | 0.9587 | 0.9499 | |
| MemAEInput size=256x2562025.08 | 0.929 | 0.8886 | |
| AEInput size=256x2562025.08 | 0.9254 | 0.8906 | |
| AnoDDPMTimestep=674, Sampler=PLMS, Inference timesteps=1002025.08 | 0.8555 | 0.7841 | |
| complexityBackbone=VAE [18], Input size=64x642025.08 | 0.7931 | 0.7139 | |
| RegretBackbone=VAE [18], Input size=64x642025.08 | 0.672 | 0.6718 | |
| LLRBackbone=VAE [18], Input size=64x642025.08 | 0.6078 | 0.626 | |
| NLLBackbone=VAE [18], Input size=64x642025.08 | 0.4982 | 0.5552 | |
| f-AnoGANInput size=64x642025.08 | 0.2289 | 0.3377 |