Cancer Subtyping on TCGA-NSCLC IND
98.1AUCDTFD-MIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DTFD-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 98.1 | 91.8 | |
| CLAMBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 97.7 | 92.6 | |
| TransMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 97.7 | 92.3 | |
| R2T-MILBackbone=CONCH, Magnification=20x, Patch Size=512x512, Base model=ABMIL2024.11 | 97.7 | 91.6 | |
| ABMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 97.4 | 91 | |
| DSMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 97.4 | 91.3 | |
| CATE-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 96.7 | 90.5 |