Medical Image Segmentation on MonuSeg 2018 (unseen)
0.467DSCMADGNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MADGNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.467 | 0.32 | — | |
| AttUNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.39 | 0.265 | 0 | |
| M2SNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.363 | 0.231 | 0.049 | |
| MFSSNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.301 | 0.205 | 0.0004 | |
| UNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.292 | 0.189 | 0 | |
| SFMSNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.281 | 0.182 | 0.0079 | |
| CENetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.277 | 0.169 | 0 | |
| FRCUNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.261 | 0.168 | 0 | |
| UNet++Clinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.254 | 0.153 | 0 | |
| HiFormerClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.219 | 0.132 | 0 | |
| SFSSNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.215 | 0.143 | 0 | |
| TransUNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.159 | 0.096 | 0 | |
| MSRFNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.091 | 0.053 | 0 | |
| DCSAUNetClinical Settings=Unseen, Input Resolution=352x3522024.05 | 0.043 | 0.024 | 0 |