Medical Image Segmentation on CVC-ColonDB (unseen)
0.775DSCMADGNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MADGNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.775 | 0.697 | — | |
| SFMSNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.759 | 0.683 | 0.0079 | |
| M2SNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.758 | 0.685 | 0.049 | |
| FRCUNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.691 | 0.626 | 0 | |
| HiFormerClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.676 | 0.605 | 0 | |
| MFSSNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.66 | 0.591 | 0.0004 | |
| CENetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.659 | 0.592 | 0 | |
| SFSSNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.656 | 0.584 | 0 | |
| TransUNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.637 | 0.584 | 0 | |
| MSRFNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.615 | 0.548 | 0 | |
| DCSAUNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.578 | 0.493 | 0 | |
| UNet++Clinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.575 | 0.502 | 0 | |
| UNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.568 | 0.49 | 0 | |
| AttUNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.568 | 0.5 | 0 |