Classification on Yale HER2
86AccuracySPAN-MIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPAN-MILFeature Extractor=Pathology-specific UNI Feature2024.06 | 86 | 85.6 | |
| MHIMFeature Extractor=Pathology-specific UNI Feature2024.06 | 84 | 83.3 | |
| ACMILFeature Extractor=Pathology-specific UNI Feature2024.06 | 84 | 83 | |
| CLAM-MBFeature Extractor=Pathology-specific UNI Feature2024.06 | 83.3 | 82.4 | |
| TransMILFeature Extractor=Pathology-specific UNI Feature2024.06 | 83.3 | 83.3 | |
| DSMILFeature Extractor=Pathology-specific UNI Feature2024.06 | 82.7 | 82 | |
| RRTFeature Extractor=Pathology-specific UNI Feature2024.06 | 82.7 | 81.8 | |
| ABMILFeature Extractor=Pathology-specific UNI Feature2024.06 | 81.3 | 80.4 | |
| CLAM-SBFeature Extractor=Pathology-specific UNI Feature2024.06 | 80.7 | 79.5 | |
| SPAN-MILFeature Extractor=General ResNet50 Feature2024.06 | 72.7 | 72 | |
| CLAM-SBFeature Extractor=General ResNet50 Feature2024.06 | 71.3 | 69.9 | |
| ACMILFeature Extractor=General ResNet50 Feature2024.06 | 71.3 | 68.5 | |
| MHIMFeature Extractor=General ResNet50 Feature2024.06 | 70.6 | 69.5 | |
| CLAM-MBFeature Extractor=General ResNet50 Feature2024.06 | 69.3 | 68.4 | |
| DSMILFeature Extractor=General ResNet50 Feature2024.06 | 69.3 | 67.6 | |
| ABMILFeature Extractor=General ResNet50 Feature2024.06 | 68.7 | 66.4 | |
| TransMILFeature Extractor=General ResNet50 Feature2024.06 | 67.2 | 65.2 | |
| RRTFeature Extractor=General ResNet50 Feature2024.06 | 64.7 | 63.1 |