From: A combined encoder–transformer–decoder network for volumetric segmentation of adrenal tumors
Methods | DSC↑ | Hausdorff distance↓ | IOU↑ | MAE↓ | ASD↓ |
---|---|---|---|---|---|
3D U-Net | 0.811 | 29.957 | 0.721 | 0.0008 | 2.588 |
TransBTS | 0.822 | 18.529 | 0.745 | 0.0007 | 1.927 |
ResUNet | 0.823 | 21.908 | 0.736 | 0.0009 | 3.760 |
UNet++ | 0.849 | 13.297 | 0.761 | 0.0006 | 0.853 |
Attention U-Net | 0.779 | 14.146 | 0.689 | 0.0010 | 2.341 |
Channel U-Net | 0.753 | 15.724 | 0.660 | 0.0009 | 1.921 |
Ours | 0.858 | 10.996 | 0.814 | 0.0005 | 0.509 |