Cell Segmentation on MonuSeg 2018 (test)
46.7DSCMADGNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MADGNetTraining Dataset=DSB20182024.05 | 46.7 | 32 | 43 | 40.8 | 60.7 | 29.2 | |
| AttUNetTraining Dataset=DSB20182024.05 | 39 | 26.5 | 40.9 | 39.3 | 61.4 | 24.5 | |
| M2SNetTraining Dataset=DSB20182024.05 | 36.3 | 23.1 | 29.1 | 20.4 | 34.5 | 45.1 | |
| UNetTraining Dataset=DSB20182024.05 | 29.2 | 18.9 | 28 | 38.3 | 49.9 | 32.5 | |
| CENetTraining Dataset=DSB20182024.05 | 27.7 | 16.9 | 26.7 | 37.7 | 59.6 | 27.5 | |
| FRCUNetTraining Dataset=DSB20182024.05 | 26.1 | 16.8 | 26.9 | 40.6 | 49.3 | 22.9 | |
| UNet++Training Dataset=DSB20182024.05 | 25.4 | 15.3 | 21.1 | 5.5 | 21.1 | 66.6 | |
| HiFormerTraining Dataset=DSB20182024.05 | 21.9 | 13.2 | 22.5 | 39.9 | 48.2 | 23.9 | |
| TransUNetTraining Dataset=DSB20182024.05 | 15.9 | 9.6 | 17 | 32.6 | 39 | 23.4 | |
| MSRFNetTraining Dataset=DSB20182024.05 | 9.1 | 5.3 | 12 | 35.6 | 46.4 | 18.7 | |
| DCSAUNetTraining Dataset=DSB20182024.05 | 4.3 | 2.4 | 5.2 | 18 | 37 | 25.9 |