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Small-lesion segmentation on MSLesSeg (5-fold cross-validation)
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0.7834
Dice Coefficient
nnUNet-CATMIL
0.770088
0.773544
0.777
0.780456
Apr 9, 2026
Dice Coefficient
HD95 (mm)
Small Lesion Recall
Lesion F1 Score
False Negative Count
FN Volume Fraction
FP Volume (mm3)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dice Coefficient
HD95 (mm)
Small Lesion Recall
Lesion F1 Score
False Negative Count
FN Volume Fraction
FP Volume (mm3)
nnUNet-CATMIL
Pipeline=nnUNet, Loss...
2026.04
0.7834
7.9817
87.3
75.71
2.5667
2.14
1,537
nnUNet-FocalTversky
Pipeline=nnUNet, Loss...
2026.04
0.7802
8.206
83.13
84.55
3.7
2.5
2,282
nnUNet-DiceCE
Pipeline=nnUNet, Loss...
2026.04
0.7796
9.0372
79.56
84.33
4.95
3.41
1,819
nnUNet-Tversky
Pipeline=nnUNet, Loss...
2026.04
0.7706
10.2408
83.36
84.02
3.7667
2.57
2,621
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