Prostate Segmentation on Private (test)
0.8923DSCFocalUNETR-B*
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FocalUNETR-B*Model Scale=B, Auxiliary contour regression task=true2022.10 | 0.8923 | 4.85 | 1.81 | |
| FocalUNETR-S*Model Scale=S, Auxiliary contour regression task=true2022.10 | 0.8784 | 5.59 | 2.12 | |
| FocalUNETR-BModel Scale=B, Auxiliary contour regression task=false2022.10 | 0.8773 | 5.61 | 2.04 | |
| FocalUNETR-SModel Scale=S, Auxiliary contour regression task=false2022.10 | 0.8653 | 5.95 | 2.13 | |
| Swin-UNetDimensionality=2D, Pre-trained on ImageNet=true, Auxiliary contour regression task=false2022.10 | 0.8625 | 6.29 | 2.15 | |
| nnUNetAuxiliary contour regression task=false2022.10 | 0.8586 | 6.43 | 2.09 | |
| TransUNetDimensionality=2D, Pre-trained on ImageNet=true, Auxiliary contour regression task=false2022.10 | 0.8575 | 6.43 | 2.23 | |
| AttUNetDimensionality=2D, Auxiliary contour regression task=false2022.10 | 0.8561 | 6.57 | 2.35 | |
| UNet++Dimensionality=2D, Auxiliary contour regression task=false2022.10 | 0.8553 | 6.52 | 2.32 | |
| U-Net (3D)Dimensionality=3D, Auxiliary contour regression task=false2022.10 | 0.8542 | 6.73 | 2.36 | |
| U-NetDimensionality=2D, Auxiliary contour regression task=false2022.10 | 0.8522 | 6.71 | 2.42 | |
| SwinUNETR (3D)Dimensionality=3D, Auxiliary contour regression task=false2022.10 | 0.8493 | 6.85 | 2.48 | |
| V-Net (3D)Dimensionality=3D, Auxiliary contour regression task=false2022.10 | 0.8442 | 6.65 | 2.46 | |
| UNETR (3D)Dimensionality=3D, Auxiliary contour regression task=false2022.10 | 0.8221 | 7.25 | 2.64 |