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Benchmarks
Image-level Anomaly Detection on BrainMRI (AUROC, F1-Max, AP)
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96.2
AUROC
Bayes-PFL
89.336
91.118
92.9
94.682
Mar 13, 2025
AUROC
F1-Max
AP
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
F1-Max
AP
Bayes-PFL
Backbone=ViT-L-14-336,...
2025.03
96.2
92.8
92.4
AnomalyCLIP
Backbone=ViT-L-14-336,...
2025.03
96.1
92.3
92.3
AdaCLIP
Backbone=ViT-L-14-336,...
2025.03
94.9
90.4
94.2
CLIP-AD
Backbone=ViT-L-14-336,...
2025.03
92.8
88.7
85.5
WinCLIP
Backbone=ViT-L-14-336,...
2025.03
92
84.2
90.7
APRIL-GAN
Backbone=ViT-L-14-336,...
2025.03
89.6
85.3
84.5
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