Lesion Segmentation on KiTS23 (5-fold cross-validation)
46.14DiceResEncU-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ResEncU-NetArchitecture=ResEncU-Net, Training Paradigm=BackSplit, #Params=102.35M2025.11 | 46.14 | 259.6994 | 61 | |
| U-NetArchitecture=U-Net, Training Paradigm=BackSplit, #Params=31.19M2025.11 | 45.73 | 267.2722 | 60.04 | |
| SegResNetArchitecture=SegResNet, Training Paradigm=BackSplit, #Params=18.79M2025.11 | 42.9 | 287.6765 | 55.8 | |
| SegResNetArchitecture=SegResNet, Training Paradigm=Standard, #Params=18.79M2025.11 | 29.14 | 374.4864 | 35.54 | |
| ResEncU-NetArchitecture=ResEncU-Net, Training Paradigm=Standard, #Params=102.35M2025.11 | 25.32 | 412.4152 | 24.83 | |
| U-NetArchitecture=U-Net, Training Paradigm=Standard, #Params=31.19M2025.11 | 17.87 | 428.4097 | 16.95 |