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Benchmarks
3D Medical Image Segmentation on MSD-BraTS FLAIR MRI (test)
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46.2
Mean Dice Score
DropGen
29.248
33.649
38.05
42.451
Apr 2, 2026
Mean Dice Score
Standard Error
Updated 13d ago
Evaluation Results
Method
Method
Links
Mean Dice Score
Standard Error
DropGen
Architecture=UNet
2026.04
46.2
1.6
GIN+IPA
Architecture=UNet
2026.04
44.7
1.6
RSC
Architecture=UNet
2026.04
42.1
1.6
CutOut
Architecture=UNet
2026.04
41.8
1.6
MixUp
Architecture=UNet
2026.04
41.2
1.7
MixStyle
Architecture=UNet
2026.04
40.7
1.6
DSBN
Architecture=UNet
2026.04
40.5
1.7
ERM
Architecture=UNet
2026.04
38.9
1.8
nnUNet
Architecture=UNet
2026.04
35.5
1.8
GIN
Architecture=UNet
2026.04
29.9
1.6
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