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White-Matter Lesion Segmentation on ISBI unseen (test)
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67.4
DSC
nnU-Net SSMSU (ours)
52.944
56.697
60.45
64.203
Mar 4, 2026
DSC
TPR
LTPR
LFDR
RVE
RS
Updated 2mo ago
Evaluation Results
Method
Method
Links
DSC
TPR
LTPR
LFDR
RVE
RS
nnU-Net SSMSU (ours)
Method=Self-Supervised...
2026.03
67.4
56
57.5
20.3
36.6
1.4
nnUnet*
Trainer=Predefined def...
2026.03
60.9
47.7
54.3
15.4
47.2
2.2
LST-AI***
Inputs=T1W and FLAIR s...
2026.03
60.9
54
55.2
-
24.7
-
Dinsdale et al.
2026.03
58.8
47.1
52.2
43.7
42.8
3.4
nnU-Net Preprocessing**
Trainer=Predefined def...
2026.03
54
39.3
57.4
19.1
57.8
3.4
nnU-Net No DA
Data Augmentation=false
2026.03
53.5
39.8
50
35.3
55.4
4.6
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