Segmentation on Yale HER2
63Dice CoefficientSPAN-UNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPAN-UNetFeature Extractor=Pathology-specific UNI2024.06 | 63 | 46.1 | |
| SPAN-UNetFeature Extractor=General ResNet502024.06 | 61 | 44 | |
| GCNFeature Extractor=Pathology-specific UNI2024.06 | 58.7 | 41.7 | |
| GATFeature Extractor=Pathology-specific UNI2024.06 | 58 | 41 | |
| TransMILFeature Extractor=Pathology-specific UNI2024.06 | 57.9 | 40.9 | |
| RRTFeature Extractor=Pathology-specific UNI2024.06 | 56.9 | 39.9 | |
| ABMILFeature Extractor=Pathology-specific UNI2024.06 | 56.8 | 39.7 | |
| GATFeature Extractor=General ResNet502024.06 | 56.7 | 39.8 | |
| GCNFeature Extractor=General ResNet502024.06 | 55.5 | 38.6 | |
| TransMILFeature Extractor=General ResNet502024.06 | 55.2 | 38.2 | |
| RRTFeature Extractor=General ResNet502024.06 | 54.6 | 37.7 | |
| ABMILFeature Extractor=General ResNet502024.06 | 52.2 | 35.4 |