Nuclear Instance Segmentation on Combined CPM
80.1DICEHoVer-Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HoVer-NetInitial Training Dataset=Kumar2018.12 | 80.1 | 62.6 | 77.4 | 77.8 | 60.6 | |
| Micro-NetInitial Training Dataset=Kumar2018.12 | 79.2 | 61.5 | 71.6 | 75.1 | 54.2 | |
| SegNet + WSInitial Training Dataset=Kumar2018.12 | 79.1 | 58.3 | 73.8 | 75.5 | 56.1 | |
| DISTInitial Training Dataset=Kumar2018.12 | 77.5 | 56.3 | 59.3 | 72 | 43.2 | |
| DCANInitial Training Dataset=Kumar2018.12 | 77 | 58.2 | 71.6 | 73 | 52.8 | |
| Mask-RCNNInitial Training Dataset=Kumar2018.12 | 76.4 | 57.5 | 76 | 71.9 | 54.9 | |
| FCN8 + WSInitial Training Dataset=Kumar2018.12 | 76.2 | 53.1 | 66.9 | 72.2 | 48.7 | |
| U-NetInitial Training Dataset=Kumar2018.12 | 72 | 54.1 | 65.2 | 67.2 | 44.6 |