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Benchmarks
Anomaly Detection on HIS
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85.7
Image-level AUC
UniVAD
48.364
58.057
67.75
77.443
Dec 4, 2024
Image-level AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
Image-level AUC
UniVAD
setting=4-abnormal-shot
2024.12
85.7
MVFA
setting=4-abnormal-shot
2024.12
82.7
UniVAD
setting=1-normal-shot
2024.12
72.6
MedCLIP
setting=1-normal-shot
2024.12
71.1
DRA
setting=4-abnormal-shot
2024.12
68.7
WINCLIP
setting=1-normal-shot
2024.12
55.8
PatchCore
setting=1-normal-shot
2024.12
55.6
AnomalyGPT
setting=1-normal-shot
2024.12
50.2
UniAD
setting=1-normal-shot
2024.12
50
ComAD
setting=1-normal-shot
2024.12
49.8
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