3D Medical Image Segmentation on External Dataset
0.3187Dice CoefficientRegFreeNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RegFreeNetArchitecture=CNN-based, Param=5.82, FLops=269.252026.01 | 0.3187 | 0.2058 | |
| VNetArchitecture=CNN-based, Param=45.60, FLops=759.582026.01 | 0.2624 | 0.1645 | |
| 3DUnet++Architecture=CNN-based, Param=6.98, FLops=1335.72026.01 | 0.2231 | 0.1338 | |
| 3DUnetArchitecture=CNN-based, Param=5.75, FLops=321.882026.01 | 0.221 | 0.1404 | |
| UNETR++Architecture=Transformer-based, Param=122.1, FLops=147.042026.01 | 0.2142 | 0.1285 | |
| DAF3DArchitecture=CNN-based, Param=29.28, FLops=628.342026.01 | 0.2075 | 0.1315 | |
| SwinUNETRv2Architecture=Transformer-based, Param=72.76, FLops=846.272026.01 | 0.2069 | 0.1297 | |
| UNETRArchitecture=Transformer-based, Param=93.01, FLops=195.642026.01 | 0.2006 | 0.1198 | |
| SwinUNETRArchitecture=Transformer-based, Param=62.19, FLops=785.052026.01 | 0.1702 | 0.1029 | |
| UXNetArchitecture=CNN-based, Param=53.01, FLops=1497.22026.01 | 0.1314 | 0.0826 |