Kidney Segmentation on KiTS 2023 (test)
0.958Dice ScoreU-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| U-NetEncoder Backbone=-2025.05 | 0.958 | 14.031 | |
| SimCLREncoder Backbone=U-Net2025.05 | 0.957 | 14.214 | |
| PolyCL-MEncoder Backbone=U-Net2025.05 | 0.957 | 20.945 | |
| TransUNetEncoder Backbone=-2025.05 | 0.955 | 16.54 | |
| PolyCL-OEncoder Backbone=U-Net2025.05 | 0.954 | 15.278 | |
| SupConEncoder Backbone=U-Net2025.05 | 0.953 | 18.036 | |
| PolyCL-SEncoder Backbone=U-Net2025.05 | 0.943 | 12.07 | |
| Chaitanya et al. (2020)Encoder Backbone=-2025.05 | 0.94 | 11.248 | |
| Peng et al. (2021)Encoder Backbone=-2025.05 | 0.932 | 23.487 | |
| nnU-NetEncoder Backbone=-2025.05 | 0.916 | 33.126 |