Survival Analysis on TCGA-LUSC
0.6323C-indexmSTAR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| mSTAR2026.02 | 0.6323 | — | |
| STAMP2026.02 | 0.6321 | — | |
| GPFM2026.02 | 0.63 | — | |
| UNI2026.02 | 0.6273 | — | |
| GigaPath2026.02 | 0.6205 | — | |
| CHIEF2026.02 | 0.6092 | — | |
| MUSEModalities=C + T + M2026.02 | 0.607 | — | |
| CONCH2026.02 | 0.6045 | — | |
| MCVAEModalities=C + T + M2026.02 | 0.594 | — | |
| Shazam2025.03 | 0.583 | — | |
| M3CareModalities=C + T2026.02 | 0.583 | — | |
| MCVAEModalities=All2026.02 | 0.575 | — | |
| MCVAEModalities=C + M2026.02 | 0.57 | — | |
| MCVAEModalities=C + T2026.02 | 0.566 | — | |
| M3CareModalities=C2026.02 | 0.564 | — | |
| M3CareModalities=C + M2026.02 | 0.562 | — | |
| MCVAEModalities=C + W + M2026.02 | 0.558 | — | |
| MSNEDownstream predictor=penalized Cox's proportional hazards models, Evaluation protocol=five-fold cross-validation, Input features=patient information and embeddings2026.06 | 0.558 | 1 | |
| MCVAEModalities=C2026.02 | 0.557 | — | |
| M3CareModalities=C + W + M2026.02 | 0.556 | — | |
| MCVAEModalities=C + T + W2026.02 | 0.555 | — | |
| MUSEModalities=C + T2026.02 | 0.553 | — | |
| MUSEModalities=C + W + M2026.02 | 0.552 | — | |
| MUSEModalities=C + M2026.02 | 0.551 | — | |
| MUSEModalities=C2026.02 | 0.549 | — | |
| M3CareModalities=C + W2026.02 | 0.548 | — | |
| PLIP2026.02 | 0.5464 | — | |
| H-optimus-12025.03 | 0.545 | — | |
| M3CareModalities=All2026.02 | 0.544 | — | |
| M3CareModalities=C + T + W2026.02 | 0.542 | — | |
| MINDDownstream predictor=penalized Cox's proportional hazards models, Evaluation protocol=five-fold cross-validation, Input features=patient information and embeddings2026.06 | 0.542 | 2 | |
| MCVAEModalities=C + W2026.02 | 0.541 | — | |
| MUSEModalities=All2026.02 | 0.54 | — | |
| JASMINEDownstream predictor=penalized Cox's proportional hazards models, Evaluation protocol=five-fold cross-validation, Input features=patient information and embeddings2026.06 | 0.54 | 3 | |
| Virchow22025.03 | 0.538 | — | |
| MUSEModalities=C + W2026.02 | 0.536 | — | |
| M3CareModalities=C + T + M2026.02 | 0.532 | — | |
| IntegrAODownstream predictor=penalized Cox's proportional hazards models, Evaluation protocol=five-fold cross-validation, Input features=patient information and embeddings2026.06 | 0.531 | 4 | |
| Prov-Gigapath2025.03 | 0.525 | — | |
| UNI 22025.03 | 0.521 | — | |
| MUSEModalities=C + T + W2026.02 | 0.52 | — | |
| Phikon-v22025.03 | 0.498 | — | |
| LWRDownstream predictor=penalized Cox's proportional hazards models, Evaluation protocol=five-fold cross-validation, Input features=patient information and embeddings2026.06 | 0.495 | 5 |