Kidney Segmentation on BTCV (cross-domain)
49.2Dice CoefficientPolyCL-S
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PolyCL-SEncoder Backbone=U-Net2025.05 | 49.2 | 53.165 | |
| U-NetEncoder Backbone=-2025.05 | 49.1 | 53.25 | |
| PolyCL-MEncoder Backbone=U-Net2025.05 | 49.1 | 53.161 | |
| SimCLREncoder Backbone=U-Net2025.05 | 47.1 | 54.773 | |
| PolyCL-OEncoder Backbone=U-Net2025.05 | 47 | 55.029 | |
| SupConEncoder Backbone=U-Net2025.05 | 46.6 | 56.404 | |
| nnU-NetEncoder Backbone=-2025.05 | 46.5 | 57.395 | |
| TransUNetEncoder Backbone=-2025.05 | 45.2 | 68.305 | |
| Peng et al.Encoder Backbone=-2025.05 | 43.2 | 54.009 | |
| Chaitanya et al.Encoder Backbone=-2025.05 | 30.8 | 26.309 | |
| DRDTeacher=SAT 64.37, Student=Unet3D2026.05 | 0.6633 | — |