Cell Segmentation on DSB 2018 (test)
0.92DSCMADGNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MADGNetTraining Dataset=DSB20182024.05 | 0.92 | 0.855 | 0.923 | 0.838 | 0.974 | 2.3 | |
| MSRFNetTraining Dataset=DSB20182024.05 | 0.919 | 0.853 | 0.927 | 0.837 | 0.975 | 2.3 | |
| TransUNetTraining Dataset=DSB20182024.05 | 0.918 | 0.852 | 0.928 | 0.838 | 0.973 | 2.3 | |
| AttUNetTraining Dataset=DSB20182024.05 | 0.916 | 0.85 | 0.925 | 0.837 | 0.972 | 2.4 | |
| UNet++Training Dataset=DSB20182024.05 | 0.916 | 0.85 | 0.928 | 0.836 | 0.971 | 2.4 | |
| M2SNetTraining Dataset=DSB20182024.05 | 0.916 | 0.851 | 0.92 | 0.835 | 0.975 | 2.2 | |
| CENetTraining Dataset=DSB20182024.05 | 0.913 | 0.846 | 0.925 | 0.836 | 0.972 | 2.3 | |
| UNetTraining Dataset=DSB20182024.05 | 0.911 | 0.843 | 0.921 | 0.833 | 0.968 | 2.5 | |
| DCSAUNetTraining Dataset=DSB20182024.05 | 0.911 | 0.844 | 0.918 | 0.829 | 0.966 | 2.8 | |
| FRCUNetTraining Dataset=DSB20182024.05 | 0.908 | 0.838 | 0.921 | 0.832 | 0.97 | 2.5 | |
| HiFormerTraining Dataset=DSB20182024.05 | 0.907 | 0.838 | 0.911 | 0.825 | 0.96 | 2.7 |