Survival Prediction on Multimodal Healthcare Data
0.774C-indexDRIM-Surv
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DRIM-SurvFusion=MAFusion2024.09 | 0.774 | 0.086 | 0.285 | |
| MaxFramework=Vanilla2024.09 | 0.766 | 0.097 | 0.313 | |
| TensorFramework=Vanilla2024.09 | 0.765 | 0.093 | 0.292 | |
| Conc.Framework=MMO Loss2024.09 | 0.764 | 0.093 | 0.311 | |
| TensorFramework=MMO Loss2024.09 | 0.764 | 0.09 | 0.286 | |
| MeanFramework=Vanilla2024.09 | 0.763 | 0.11 | 0.352 | |
| DRIM-UFusion=MAFusion2024.09 | 0.763 | 0.091 | 0.286 | |
| Conc.Framework=Vanilla2024.09 | 0.76 | 0.095 | 0.319 | |
| MeanFramework=MMO Loss2024.09 | 0.759 | 0.111 | 0.358 | |
| MMeanFramework=Vanilla2024.09 | 0.757 | 0.11 | 0.361 | |
| SumFramework=Vanilla2024.09 | 0.755 | 0.097 | 0.328 | |
| MAFusionFramework=Sh. Loss only2024.09 | 0.75 | 0.09 | 0.324 | |
| MAFusionFramework=Vanilla2024.09 | 0.728 | 0.1 | 0.382 | |
| MAFusionFramework=MMO Loss2024.09 | 0.728 | 0.1 | 0.389 |