Cancer Subtyping on TCGA-NSCLC (N_IND=2)
99.9AUCR2T-MIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| R2T-MILBackbone=CONCH, Magnification=20x, Patch Size=512x512, Base model=ABMIL2024.11 | 99.9 | 97.1 | |
| ABMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 99.7 | 95.4 | |
| CLAMBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 99.7 | 96.3 | |
| TransMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 99.7 | 95.4 | |
| DSMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 99.3 | 96.3 | |
| DTFD-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 99 | 95.8 | |
| CATE-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 98.5 | 93.8 |