Segmentation on LD-LiTS (test)
0.9391Dice ScoreTOD-Net
Evaluation results
| Method | Links | |
|---|---|---|
| TOD-NetDownstream Segmentation Model=U-Net2021.03 | 0.9391 | |
| SA-WGANDownstream Segmentation Model=U-Net2021.03 | 0.9299 | |
| TOD-NetDownstream Segmentation Model=Res-U-Net2021.03 | 0.9277 | |
| MSE-WGANDownstream Segmentation Model=U-Net2021.03 | 0.9245 | |
| TOD-NetDownstream Segmentation Model=V-Net2021.03 | 0.9244 | |
| VGG-WGANDownstream Segmentation Model=U-Net2021.03 | 0.9234 | |
| MSE-WGANDownstream Segmentation Model=Res-U-Net2021.03 | 0.9195 | |
| TOD-NetDownstream Segmentation Model=Vox-ResNet2021.03 | 0.9186 | |
| VGG-WGANDownstream Segmentation Model=Res-U-Net2021.03 | 0.9182 | |
| MSE-WGANDownstream Segmentation Model=V-Net2021.03 | 0.9176 | |
| SA-WGANDownstream Segmentation Model=Res-U-Net2021.03 | 0.9146 | |
| SA-WGANDownstream Segmentation Model=V-Net2021.03 | 0.9137 | |
| VGG-WGANDownstream Segmentation Model=V-Net2021.03 | 0.9121 | |
| VGG-WGANDownstream Segmentation Model=Vox-ResNet2021.03 | 0.9044 | |
| No denoiserDownstream Segmentation Model=Res-U-Net2021.03 | 0.9036 | |
| No denoiserDownstream Segmentation Model=V-Net2021.03 | 0.8975 | |
| MSE-WGANDownstream Segmentation Model=Vox-ResNet2021.03 | 0.8949 | |
| SA-WGANDownstream Segmentation Model=Vox-ResNet2021.03 | 0.8926 | |
| No denoiserDownstream Segmentation Model=U-Net2021.03 | 0.8875 | |
| No denoiserDownstream Segmentation Model=Vox-ResNet2021.03 | 0.7982 |