Lesion Segmentation on PANTHER-MR (5-fold cross-validation)
52.51Dice CoefficientU-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| U-NetArchitecture=U-Net, Training Paradigm=BackSplit, #Params=30.70M2025.11 | 52.51 | 54.2576 | 30.4 | |
| ResEncU-NetArchitecture=ResEncU-Net, Training Paradigm=BackSplit, #Params=101.85M2025.11 | 51.65 | 70.5463 | 30.3 | |
| ResEncU-NetArchitecture=ResEncU-Net, Training Paradigm=Standard, #Params=101.85M2025.11 | 51.6 | 66.2637 | 29.87 | |
| SegResNetArchitecture=SegResNet, Training Paradigm=BackSplit, #Params=18.79M2025.11 | 49.95 | 73.1859 | 27.78 | |
| U-NetArchitecture=U-Net, Training Paradigm=Standard, #Params=30.70M2025.11 | 47.84 | 84.3689 | 27.51 | |
| SegResNetArchitecture=SegResNet, Training Paradigm=Standard, #Params=18.79M2025.11 | 47.44 | 59.0499 | 26.23 |