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Benchmarks
3D Medical Image Segmentation on PanDG Out-of-phase scans (test)
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50.3
Mean Dice
GIN+IPA
22.948
30.049
37.15
44.251
Apr 2, 2026
Mean Dice
Std. Error of Mean Dice
Updated 13d ago
Evaluation Results
Method
Method
Links
Mean Dice
Std. Error of Mean Dice
GIN+IPA
Architecture=UNet
2026.04
50.3
1.4
DropGen
Architecture=UNet
2026.04
46
1.9
GIN
Architecture=UNet
2026.04
41.1
1.8
CutOut
Architecture=UNet
2026.04
30.5
2.4
nnUNet
Architecture=UNet
2026.04
30.1
2.7
RSC
Architecture=UNet
2026.04
28.2
2.4
MixUp
Architecture=UNet
2026.04
26.7
2.5
DSBN
Architecture=UNet
2026.04
26.3
2.6
ERM
Architecture=UNet
2026.04
25.3
2.5
MixStyle
Architecture=UNet
2026.04
24
2.5
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