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Benchmarks
Patient-level Anomaly Detection on BraTS-GLI T2w
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99.8
AUROC
pDDPM
61.008
71.079
81.15
91.221
Jun 17, 2026
AUROC
AP
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AP
F1 Score
pDDPM
Train=IXI T2w
2026.06
99.8
99.6
97.7
3D DAE
Train=IXI T2w
2026.06
99.2
98.5
94.7
CS3F-MS
Train=–
2026.06
99.2
98.6
94.7
CS3F-C
Train=–
2026.06
99
98.3
94.6
CS3F-F
Train=–
2026.06
98.3
96.8
94.7
WinCLIP
Train=–
2026.06
73.8
56.9
63.6
AnomalyCLIP
Train=MedMix
2026.06
73.5
66
62.9
APRIL-GAN
Train=MedMix
2026.06
62.5
52.2
54.2
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