Histopathology Image Segmentation on CRAG
92.8Dice ObjectFully-Supervised
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fully-SupervisedLabel Ratio (%)=100 (Full)2025.10 | 92.8 | 0.149 | 5.65 | 29.425 | |
| OursLabel Ratio (%)=202025.10 | 90.9 | 0.188 | 7.425 | 40.25 | |
| TopoSemiSegLabel Ratio (%)=202025.10 | 89.8 | 0.226 | 8.575 | 43.712 | |
| PMTLabel Ratio (%)=202025.10 | 88.9 | 0.46 | 11.8 | 48.3 | |
| OursLabel Ratio (%)=102025.10 | 88.8 | 0.197 | 9.175 | 45.95 | |
| TopoSemiSegLabel Ratio (%)=102025.10 | 88.4 | 0.227 | 10.475 | 49.69 | |
| XNetLabel Ratio (%)=202025.10 | 88.3 | 0.422 | 10.9 | 50.537 | |
| PMTLabel Ratio (%)=102025.10 | 87.6 | 0.52 | 14.2 | 57.1 | |
| XNetLabel Ratio (%)=102025.10 | 87.2 | 0.578 | 15.05 | 55.88 | |
| EMLabel Ratio (%)=202025.10 | 86.9 | 1.933 | 75.225 | 63.823 | |
| UA-MTLabel Ratio (%)=202025.10 | 85.9 | 1.822 | 70.85 | 61.138 | |
| MTLabel Ratio (%)=202025.10 | 85.8 | 2.603 | 99.025 | 95.215 | |
| URPCLabel Ratio (%)=202025.10 | 84.9 | 2.489 | 99.5 | 87.681 | |
| UA-MTLabel Ratio (%)=102025.10 | 83.7 | 1.703 | 66.45 | 65.42 | |
| URPCLabel Ratio (%)=102025.10 | 82.9 | 1.732 | 74.6 | 68.3 | |
| MTLabel Ratio (%)=102025.10 | 82.1 | 2.238 | 62.25 | 74.63 | |
| EMLabel Ratio (%)=102025.10 | 78.9 | 2.178 | 80.1 | 78.21 |