Cancer Subtyping on TCGA-NSCLC N_IND=4 (OOD)
96.9AUCCATE-MIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CATE-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 96.9 | 90.6 | |
| ABMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 95.1 | 88.3 | |
| DTFD-MILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 94.9 | 89.3 | |
| DSMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 93.4 | 86.4 | |
| CLAMBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 93.1 | 87 | |
| TransMILBackbone=CONCH, Magnification=20x, Patch Size=512x5122024.11 | 91.7 | 83.2 | |
| R2T-MILBackbone=CONCH, Magnification=20x, Patch Size=512x512, Base model=ABMIL2024.11 | 89.2 | 80 |