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Benchmarks
Patient-level Anomaly Detection on BraTS-METS T1w
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100
AUROC
3D DAE
41.448
56.649
71.85
87.051
Jun 17, 2026
AUROC
AP
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AP
F1 Score
3D DAE
Train=IXI T1w
2026.06
100
100
100
pDDPM
Train=IXI T1w
2026.06
99.9
99.9
98.5
CS3F-C
Train=–
2026.06
97
92.4
89.6
CS3F-MS
Train=–
2026.06
97
92.5
90.8
CS3F-F
Train=–
2026.06
96
90.9
88.2
AnomalyCLIP
Train=MedMix
2026.06
88.3
82.5
77.8
WinCLIP
Train=–
2026.06
73.8
56.9
63.4
APRIL-GAN
Train=MedMix
2026.06
43.7
36.8
53.1
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