Survival Analysis on FLCHAIN
0.797C-idxWeibull AFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Weibull AFTEvaluation Protocol=Classical (trained)2026.06 | 0.797 | 0.099 | |
| Log-Normal AFTEvaluation Protocol=Classical (trained)2026.06 | 0.797 | 0.101 | |
| DSMQuantile=25th Percentile2026.06 | 0.7913 | — | |
| TabSA-BJEvaluation Protocol=Zero-shot, Backbone=TabPFN2026.06 | 0.791 | 0.136 | |
| DSMQuantile=50th Percentile2026.06 | 0.7897 | — | |
| DeepSurvQuantile=50th Percentile2026.06 | 0.7896 | — | |
| DeepSurvQuantile=25th Percentile2026.06 | 0.7887 | — | |
| AdaCSM (Top-2)Quantile=25th Percentile2026.06 | 0.7884 | — | |
| AdaCSMQuantile=25th Percentile2026.06 | 0.7881 | — | |
| DeepSurvQuantile=75th Percentile2026.06 | 0.7877 | — | |
| DSMQuantile=75th Percentile2026.06 | 0.7872 | — | |
| AdaCSM (Top-2)Quantile=50th Percentile2026.06 | 0.7863 | — | |
| AdaCSM (Top-2)Quantile=75th Percentile2026.06 | 0.7842 | — | |
| AdaCSMQuantile=50th Percentile2026.06 | 0.784 | — | |
| DCSMQuantile=25th Percentile2026.06 | 0.7818 | — | |
| Cox PHQuantile=75th Percentile2026.06 | 0.7807 | — | |
| Cox PHQuantile=50th Percentile2026.06 | 0.7804 | — | |
| AdaCSMQuantile=75th Percentile2026.06 | 0.7804 | — | |
| DCSMQuantile=50th Percentile2026.06 | 0.7798 | — | |
| DCSMQuantile=75th Percentile2026.06 | 0.7783 | — | |
| TabSA-BJEvaluation Protocol=Zero-shot, Backbone=TabICL2026.06 | 0.777 | 0.121 | |
| Cox PHQuantile=25th Percentile2026.06 | 0.777 | — | |
| RSFEvaluation Protocol=Classical (trained)2026.06 | 0.725 | 0.1 | |
| Cox PHEvaluation Protocol=Classical (trained)2026.06 | 0.724 | 0.1 | |
| TabSA-BinEvaluation Protocol=Zero-shot, Backbone=TabICL2026.06 | 0.717 | 0.095 | |
| TabSA-BinEvaluation Protocol=Zero-shot, Backbone=TabPFN2026.06 | 0.715 | 0.095 | |
| TabSA-POEvaluation Protocol=Zero-shot, Backbone=TabPFN2026.06 | 0.714 | 0.106 | |
| TabSA-CCAEvaluation Protocol=Zero-shot, Backbone=TabPFN2026.06 | 0.665 | 0.234 | |
| TabSA-CCAEvaluation Protocol=Zero-shot, Backbone=TabICL2026.06 | 0.661 | 0.238 | |
| TabSA-POEvaluation Protocol=Zero-shot, Backbone=TabICL2026.06 | 0.568 | 0.115 |