Survival Analysis on TCGA-LIHC
0.639C-IndexLWR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LWRDownstream predictor=penalized Cox's proportional hazards models, Evaluation protocol=five-fold cross-validation, Input features=patient information and embeddings2026.06 | 0.639 | 1 | |
| MINDDownstream predictor=penalized Cox's proportional hazards models, Evaluation protocol=five-fold cross-validation, Input features=patient information and embeddings2026.06 | 0.606 | 2 | |
| JASMINEDownstream predictor=penalized Cox's proportional hazards models, Evaluation protocol=five-fold cross-validation, Input features=patient information and embeddings2026.06 | 0.593 | 3 | |
| PathRWKV2025.03 | 0.584 | — | |
| DTFD-MIL2025.03 | 0.581 | — | |
| TransMIL2025.03 | 0.575 | — | |
| MambaMIL2025.03 | 0.574 | — | |
| GigaPath2025.03 | 0.573 | — | |
| IntegrAODownstream predictor=penalized Cox's proportional hazards models, Evaluation protocol=five-fold cross-validation, Input features=patient information and embeddings2026.06 | 0.569 | 4 | |
| DSMIL2025.03 | 0.553 | — | |
| S4MIL2025.03 | 0.55 | — | |
| ABMIL2025.03 | 0.549 | — | |
| CLAM2025.03 | 0.546 | — | |
| SlideMax2025.03 | 0.533 | — | |
| MamMIL2025.03 | 0.529 | — | |
| SlideAve2025.03 | 0.522 | — | |
| MSNEDownstream predictor=penalized Cox's proportional hazards models, Evaluation protocol=five-fold cross-validation, Input features=patient information and embeddings2026.06 | 0.514 | 5 |