MCI-to-AD conversion prediction on AD conversion dataset MCI-to-AD (test)
0.894C-indexPROMISE-AD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PROMISE-AD2026.04 | 0.894 | 0.095 | 99.7 | 99.9 | |
| XGBoost-Cox2026.04 | 0.873 | 0.11 | 97.16 | 99.1 | |
| LSTM2026.04 | 0.866 | 0.084 | 98.9 | 99.4 | |
| PPAD2026.04 | 0.864 | 0.085 | 97.2 | 99 | |
| RNNAD2026.04 | 0.861 | 0.089 | 97.7 | 99 | |
| TA-RNN2026.04 | 0.86 | 0.088 | 98.6 | 99.3 | |
| L2C-TabPFN2026.04 | 0.852 | 0.094 | 99 | 99.4 | |
| Discrete MLP2026.04 | 0.851 | 0.093 | 97.1 | 98.9 | |
| Seq Transformer2026.04 | 0.848 | 0.105 | 92.7 | 97.9 | |
| RSF2026.04 | 0.845 | 0.131 | 91.2 | 97.8 | |
| CoxTime2026.04 | 0.843 | 0.083 | 98.1 | 99.2 | |
| DeepHit2026.04 | 0.838 | 0.105 | 96.3 | 98.8 | |
| DeepSurv2026.04 | 0.834 | 0.092 | 97.7 | 99.1 |