Liver Segmentation on MSD cross-domain (test)
76.7Dice CoefficientPolyCL-M
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PolyCL-MEncoder Backbone=TransUNet2025.05 | 76.7 | 54.551 | |
| PolyCL-MEncoder Backbone=ResU-Net2025.05 | 76.5 | 47.65 | |
| PolyCL-SEncoder Backbone=ResU-Net2025.05 | 76.4 | 49.221 | |
| Peng et al.Encoder Backbone=None (Supervised)2025.05 | 76.3 | 18.45 | |
| PolyCL-OEncoder Backbone=TransUNet2025.05 | 76.1 | 53.884 | |
| PolyCL-OEncoder Backbone=U-Net2025.05 | 75.3 | 45.244 | |
| PolyCL-SEncoder Backbone=TransUNet2025.05 | 75.1 | 57.606 | |
| PT ResU-NetEncoder Backbone=None (Supervised)2025.05 | 74.7 | 45.897 | |
| U-NetEncoder Backbone=None (Supervised)2025.05 | 74.6 | 46.461 | |
| PolyCL-SEncoder Backbone=U-Net2025.05 | 74.1 | 48.08 | |
| PolyCL-OEncoder Backbone=ResU-Net2025.05 | 74.1 | 53.462 | |
| ResU-NetEncoder Backbone=None (Supervised)2025.05 | 73.7 | 42.485 | |
| nnU-NetEncoder Backbone=None (Supervised)2025.05 | 73 | 51.164 | |
| PolyCL-MEncoder Backbone=U-Net2025.05 | 72.4 | 48.673 | |
| TransUNetEncoder Backbone=None (Supervised)2025.05 | 70.9 | 61.568 | |
| SimCLREncoder Backbone=TransUNet2025.05 | 70.5 | 54.56 | |
| SimCLREncoder Backbone=U-Net2025.05 | 69.9 | 49.575 | |
| SimCLREncoder Backbone=ResU-Net2025.05 | 67.1 | 54.66 | |
| SupConEncoder Backbone=U-Net2025.05 | 65.9 | 51.818 | |
| SupConEncoder Backbone=TransUNet2025.05 | 65 | 56.881 | |
| SupConEncoder Backbone=ResU-Net2025.05 | 58.5 | 59.209 | |
| Chaitanya et al.Encoder Backbone=None (Supervised)2025.05 | 46.5 | 23.042 |