Cancer Subtyping on TCGA-RCC N_IND=3 (OOD)
0.983AUCCATE-MIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CATE-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.983 | 91.1 | |
| DSMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.977 | 89.3 | |
| DTFD-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.975 | 89.7 | |
| ABMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.973 | 89.1 | |
| CLAMBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.972 | 89.3 | |
| TransMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.961 | 86.4 | |
| R2T-MILBackbone=CONCH, Magnification=20x, Patch Size=512x512, Base model=ABMIL2024.11 | 0.956 | 84.7 |