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Patch-level Anomaly Detection on LH (test)
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0.9587
AUC
AnoPILaD
0.199708
0.396754
0.5938
0.790846
Aug 21, 2025
AUC
AUPR
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
AUPR
AnoPILaD
Timestep=674, Sampler=...
2025.08
0.9587
0.9499
MemAE
Input size=256x256
2025.08
0.929
0.8886
AE
Input size=256x256
2025.08
0.9254
0.8906
AnoDDPM
Timestep=674, Sampler=...
2025.08
0.8555
0.7841
complexity
Backbone=VAE [18], Inp...
2025.08
0.7931
0.7139
Regret
Backbone=VAE [18], Inp...
2025.08
0.672
0.6718
LLR
Backbone=VAE [18], Inp...
2025.08
0.6078
0.626
NLL
Backbone=VAE [18], Inp...
2025.08
0.4982
0.5552
f-AnoGAN
Input size=64x64
2025.08
0.2289
0.3377
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