Cancer Subtyping on TCGA-NSCLC $N_{IND}=2$ OOD
0.945AUCCATE-MIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CATE-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.945 | 84 | |
| DTFD-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.903 | 83.6 | |
| CLAMBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.875 | 80.1 | |
| ABMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.874 | 80.3 | |
| DSMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.839 | 76.4 | |
| TransMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 0.79 | 71.2 | |
| R2T-MILBackbone=CONCH, Magnification=20x, Patch Size=512x512, Base model=ABMIL2024.11 | 0.739 | 69 |