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Benchmarks
Pixel-level Anomaly Detection on Brain MRI (AUROC, AP)
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97.3
AUROC
MoECLIP
94.284
95.067
95.85
96.633
Mar 3, 2026
AUROC
AP
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AP
MoECLIP
setting=Zero-shot sett...
2026.03
97.3
61.3
AA-CLIP
setting=Zero-shot sett...
2026.03
96.7
55.1
AnomalyCLIP
setting=Zero-shot sett...
2026.03
96
57.5
Bayes-PFL
setting=Zero-shot sett...
2026.03
95.7
42.9
WinCLIP
setting=Zero-shot sett...
2026.03
95.4
23.5
AdaCLIP
setting=Zero-shot sett...
2026.03
94.5
35.6
April-GAN
setting=Zero-shot sett...
2026.03
94.4
37.1
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