Survival prediction on LUSC (TCGA, CPTAC, and NLST cohorts)
59.32Concordance IndexABMIL
Evaluation results
| Method | Links | |
|---|---|---|
| ABMILState=MAMMOTH2026.03 | 59.32 | |
| CLAMState=MAMMOTH2026.03 | 58.91 | |
| MeanState=MAMMOTH2026.03 | 58.3 | |
| ABMILState=Base2026.03 | 56.62 | |
| MeanState=Base2026.03 | 56.04 | |
| DSMILState=MAMMOTH2026.03 | 55.69 | |
| TransformerState=MAMMOTH2026.03 | 55.68 | |
| CLAMState=Base2026.03 | 55.63 | |
| TransformerState=Base2026.03 | 55.11 | |
| ILRAState=MAMMOTH2026.03 | 54.48 | |
| ILRAState=Base2026.03 | 54.44 | |
| TransMILState=MAMMOTH2026.03 | 53.48 | |
| TransMILState=Base2026.03 | 52.53 | |
| DSMILState=Base2026.03 | 51.26 | |
| MaxState=MAMMOTH2026.03 | 50.12 | |
| MaxState=Base2026.03 | 49.39 |