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Patch-level Anomaly Detection on Camelyon16 (test)
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0.8884
AUC
AnoPILaD
0.144904
0.337927
0.53095
0.723973
Aug 21, 2025
AUC
AUPR
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
AUPR
AnoPILaD
Timestep=674, Sampler=...
2025.08
0.8884
0.6987
complexity
Backbone=VAE [18], Inp...
2025.08
0.7752
0.514
LLR
Backbone=VAE [18], Inp...
2025.08
0.7065
0.4765
AnoDDPM
Timestep=674, Sampler=...
2025.08
0.6857
0.5741
Regret
Backbone=VAE [18], Inp...
2025.08
0.672
0.6718
MemAE
Input size=256x256
2025.08
0.6611
0.488
AE
Input size=256x256
2025.08
0.6584
0.4759
NLL
Backbone=VAE [18], Inp...
2025.08
0.4983
0.5552
f-AnoGAN
Input size=64x64
2025.08
0.1735
0.1104
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