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Benchmarks
Patient-level Anomaly Detection on BraTS-METS T2w
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99.8
AUROC
3D DAE
27.52
46.285
65.05
83.815
Jun 17, 2026
AUROC
AP
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AP
F1 Score
3D DAE
Train=IXI T2w
2026.06
99.8
99.7
96.9
pDDPM
Train=IXI T2w
2026.06
98.5
97.6
93.7
CS3F-C
Train=–
2026.06
94.9
87.8
85.3
CS3F-MS
Train=–
2026.06
94.7
87.9
84.9
CS3F-F
Train=–
2026.06
91.8
83.9
78.3
AnomalyCLIP
Train=MedMix
2026.06
90.6
87
79.3
WinCLIP
Train=–
2026.06
56.3
40.7
53.1
APRIL-GAN
Train=MedMix
2026.06
30.3
27.3
53.1
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