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Benchmarks
Anomaly Localization on BrainMRI
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98.6
Pixel AUC
UniVAD
73.848
80.274
86.7
93.126
Dec 4, 2024
Pixel AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Pixel AUC
UniVAD
setting=4-abnormal-shot
2024.12
98.6
MVFA
setting=4-abnormal-shot
2024.12
97.3
UniVAD
setting=1-normal-shot
2024.12
96.8
PatchCore
setting=1-normal-shot
2024.12
96
AnomalyGPT
setting=1-normal-shot
2024.12
96
UniAD
setting=1-normal-shot
2024.12
93.6
BGAD
setting=4-abnormal-shot
2024.12
92.7
MedCLIP
setting=1-normal-shot
2024.12
91.7
WINCLIP
setting=1-normal-shot
2024.12
86.6
DRA
setting=4-abnormal-shot
2024.12
74.8
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