Whole Slide Image Classification on TCGA Lung
89.7AccuracySRMIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SRMILFeature Extractor=ViT2026.02 | 89.7 | 0.962 | |
| MHIM-MILFeature Extractor=ViT2026.02 | 89.4 | 0.956 | |
| MambaMILFeature Extractor=ViT2026.02 | 89 | 0.96 | |
| DSMILFeature Extractor=ViT2026.02 | 88.7 | 0.959 | |
| RRTFeature Extractor=ViT2026.02 | 88.5 | 0.952 | |
| TransMILFeature Extractor=ViT2026.02 | 88.2 | 0.95 | |
| ACMILFeature Extractor=ViT2026.02 | 88.1 | 0.948 | |
| DTFD-MILFeature Extractor=ViT2026.02 | 88 | 0.95 | |
| CLAM-MBFeature Extractor=ViT2026.02 | 87.9 | 0.952 | |
| PatchGCNFeature Extractor=ViT2026.02 | 87.9 | 0.956 | |
| SRMILFeature Extractor=ResNet-502026.02 | 87.8 | 0.945 | |
| ABMILFeature Extractor=ViT2026.02 | 87.7 | 0.944 | |
| CLAM-SBFeature Extractor=ViT2026.02 | 87.4 | 0.952 | |
| DTFD-MILFeature Extractor=ResNet-502026.02 | 87.2 | 0.937 | |
| TransMILFeature Extractor=ResNet-502026.02 | 86.3 | 0.927 | |
| MambaMILFeature Extractor=ResNet-502026.02 | 86 | 0.932 | |
| RRTFeature Extractor=ResNet-502026.02 | 85.8 | 0.941 | |
| CLAM-SBFeature Extractor=ResNet-502026.02 | 85.7 | 0.925 | |
| MHIM-MILFeature Extractor=ResNet-502026.02 | 85.5 | 0.939 | |
| ACMILFeature Extractor=ResNet-502026.02 | 84.5 | 0.916 | |
| ABMILFeature Extractor=ResNet-502026.02 | 84.3 | 0.928 | |
| CLAM-MBFeature Extractor=ResNet-502026.02 | 84.2 | 0.935 | |
| DSMILFeature Extractor=ResNet-502026.02 | 83.7 | 0.936 | |
| PatchGCNFeature Extractor=ResNet-502026.02 | 81.5 | 0.906 |