Cancer Subtyping on TCGA-RCC $N_{IND}=6$ OOD
0.979AUCCATE-MIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CATE-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.979 | 90.5 | |
| ABMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.971 | 88.5 | |
| DTFD-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.971 | 89.3 | |
| CLAMBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.969 | 88.8 | |
| DSMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.969 | 88.3 | |
| TransMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.947 | 82.8 | |
| R2T-MILBackbone=CONCH, Magnification=20x, Patch Size=512x512, Base model=ABMIL2024.11 | 0.932 | 80.3 |