Cancer Subtyping on TCGA-RCC IND
99.7AUCABMIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ABMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 99.7 | 96.1 | |
| DSMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 99.6 | 96.5 | |
| DTFD-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 99.6 | 94.3 | |
| TransMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 99.4 | 93 | |
| CLAMBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 99.1 | 96.1 | |
| R2T-MILBackbone=CONCH, Magnification=20x, Patch Size=512x512, Base model=ABMIL2024.11 | 99.1 | 93.6 | |
| CATE-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 98.9 | 94.4 |