Cancer Subtyping on TCGA-RCC ($N_{IND}=6$, IND)
98AUCDSMIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DSMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 98 | 90.1 | |
| CLAMBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 97.5 | 89.6 | |
| TransMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 97.5 | 89.4 | |
| DTFD-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 97.4 | 87.8 | |
| R2T-MILBackbone=CONCH, Magnification=20x, Patch Size=512x512, Base model=ABMIL2024.11 | 97.4 | 89.7 | |
| ABMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 97.3 | 89.7 | |
| CATE-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 96.3 | 88.2 |