Survival Analysis on TCGA 20% (val)
0.7024BLCA ScoreMMSF
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MMSFModality=Multimodal2026.01 | 0.7024 | 0.6934 | 0.6625 | 0.6721 | 0.7251 | 0.6911 | |
| MCATModality=Multimodal2026.01 | 0.6998 | 0.5837 | 0.6287 | 0.6261 | 0.7019 | 0.648 | |
| SurvPathModality=Multimodal2026.01 | 0.6856 | 0.6371 | 0.5925 | 0.6248 | 0.6991 | 0.6478 | |
| MLPModality=Unimodal2026.01 | 0.6845 | 0.5821 | 0.5998 | 0.5972 | 0.7087 | 0.6345 | |
| HSFSurvModality=Multimodal2026.01 | 0.6832 | 0.6456 | 0.6165 | 0.6018 | 0.7287 | 0.6552 | |
| CCLModality=Multimodal2026.01 | 0.6795 | 0.6463 | 0.5803 | 0.5937 | 0.7076 | 0.6415 | |
| CMTAModality=Multimodal2026.01 | 0.6538 | 0.5859 | 0.5663 | 0.6252 | 0.7067 | 0.6276 | |
| SNNModality=Unimodal2026.01 | 0.6523 | 0.6189 | 0.5934 | 0.5718 | 0.7106 | 0.6294 | |
| PathomicsModality=Multimodal2026.01 | 0.6049 | 0.5367 | 0.5421 | 0.6295 | 0.6934 | 0.6013 | |
| CLAM-SBModality=Unimodal2026.01 | 0.5376 | 0.5032 | 0.5873 | 0.5641 | 0.5964 | 0.5577 | |
| TransMILModality=Unimodal2026.01 | 0.5065 | 0.5018 | 0.5781 | 0.5637 | 0.5752 | 0.5451 | |
| ABMILModality=Unimodal2026.01 | 0.4918 | 0.4967 | 0.5959 | 0.5672 | 0.5669 | 0.5437 |