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ResearchFormerly WizWand

Prostate Segmentation on Private (test)

0.8923DSCFocalUNETR-B*
0.8192920.8382460.85720.876154Oct 6, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FocalUNETR-B*Model Scale=B, Auxiliary contour regression task=true2022.100.89234.851.81
FocalUNETR-S*Model Scale=S, Auxiliary contour regression task=true2022.100.87845.592.12
FocalUNETR-BModel Scale=B, Auxiliary contour regression task=false2022.100.87735.612.04
FocalUNETR-SModel Scale=S, Auxiliary contour regression task=false2022.100.86535.952.13
Swin-UNetDimensionality=2D, Pre-trained on ImageNet=true, Auxiliary contour regression task=false2022.100.86256.292.15
nnUNetAuxiliary contour regression task=false2022.100.85866.432.09
TransUNetDimensionality=2D, Pre-trained on ImageNet=true, Auxiliary contour regression task=false2022.100.85756.432.23
AttUNetDimensionality=2D, Auxiliary contour regression task=false2022.100.85616.572.35
UNet++Dimensionality=2D, Auxiliary contour regression task=false2022.100.85536.522.32
U-Net (3D)Dimensionality=3D, Auxiliary contour regression task=false2022.100.85426.732.36
U-NetDimensionality=2D, Auxiliary contour regression task=false2022.100.85226.712.42
SwinUNETR (3D)Dimensionality=3D, Auxiliary contour regression task=false2022.100.84936.852.48
V-Net (3D)Dimensionality=3D, Auxiliary contour regression task=false2022.100.84426.652.46
UNETR (3D)Dimensionality=3D, Auxiliary contour regression task=false2022.100.82217.252.64