Polyp Segmentation on CVC-300
88.72DiceSC-SAM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SC-SAMLabeled ratio=5%, Specialist available=true2026.01 | 88.72 | — | — | — | — | — | 80.56 | |
| SC-SAMLabeled ratio=10%, Specialist available=true2026.01 | 88.17 | — | — | — | — | — | 80.79 | |
| KnowSAMLabeled ratio=10%, Specialist available=true2026.01 | 86.49 | — | — | — | — | — | 78.65 | |
| KnowSAMLabeled ratio=5%, Specialist available=true2026.01 | 83.75 | — | — | — | — | — | 75.2 | |
| SAMLabeled ratio=10%, Specialist available=false2026.01 | 83.33 | — | — | — | — | — | 74.89 | |
| SAMLabeled ratio=5%, Specialist available=false2026.01 | 82.02 | — | — | — | — | — | 73.13 | |
| CPC-SAMLabeled ratio=10%, Specialist available=false2026.01 | 75.66 | — | — | — | — | — | 69.05 | |
| CPC-SAMLabeled ratio=5%, Specialist available=false2026.01 | 55.56 | — | — | — | — | — | 50.52 | |
| MedSAMLabeled ratio=10%, Specialist available=false2026.01 | 27.42 | — | — | — | — | — | 20.82 | |
| MedSAMLabeled ratio=5%, Specialist available=false2026.01 | 17.56 | — | — | — | — | — | 12.36 | |
| SAM-Med2DLabeled ratio=5%, Specialist available=false2026.01 | 14.09 | — | — | — | — | — | 8.1 | |
| SAM-Med2DLabeled ratio=10%, Specialist available=false2026.01 | 13.59 | — | — | — | — | — | 7.78 | |
| C2F-Net2022.07 | — | 0.928 | 0.97 | 0.864 | 0.868 | 0.008 | — | |
| PraNet2022.07 | — | 0.925 | 0.938 | 0.843 | 0.824 | 0.01 | — | |
| SFA2022.07 | — | 0.64 | 0.604 | 0.341 | 0.353 | 0.065 | — | |
| UNet2022.07 | — | 0.843 | 0.867 | 0.684 | 0.703 | 0.022 | — | |
| UNet++2022.07 | — | 0.839 | 0.884 | 0.687 | 0.706 | 0.018 | — |