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Benchmarks
Voxel-level anomaly segmentation on ATLAS T1w R2.0
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96.2
AUROC
CS3F-MS
68.12
75.41
82.7
89.99
Jun 17, 2026
AUROC
AP
Dice
IoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
AP
Dice
IoU
CS3F-MS
Train=–
2026.06
96.2
28.9
31.5
21.4
CS3F-F
Train=–
2026.06
96
29.9
30.3
20.1
CS3F-C
Train=–
2026.06
96
26.4
30.2
20.5
pDDPM
Train=IXI T1w
2026.06
89.6
37.8
20
13.3
3D DAE
Train=IXI T1w
2026.06
86.7
12.3
13.1
7.5
WinCLIP
Train=–
2026.06
71.7
1.4
4.1
2.2
APRIL-GAN
Train=MedMix
2026.06
71.5
2.1
8.7
4.8
AnomalyCLIP
Train=MedMix
2026.06
69.2
2.1
4.2
2.2
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