CN-to-MCI Conversion Prediction on AD conversion dataset CN-to-MCI (test)
0.843C-indexXGBoost-Cox
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| XGBoost-Cox2026.04 | 0.843 | 0.133 | 91.1 | 71.1 | |
| RSF2026.04 | 0.821 | 0.14 | 91.2 | 69 | |
| TA-RNN2026.04 | 0.812 | 0.179 | 78.3 | 50.7 | |
| LSTM2026.04 | 0.811 | 0.196 | 86.8 | 57.5 | |
| PROMISE-AD2026.04 | 0.808 | 0.085 | 86.4 | 61.4 | |
| RNNAD2026.04 | 0.808 | 0.164 | 77.3 | 52.1 | |
| PPAD2026.04 | 0.782 | 0.178 | 77.8 | 50.2 | |
| Seq Transformer2026.04 | 0.775 | 0.177 | 73.4 | 50.5 | |
| CoxTime2026.04 | 0.769 | 0.188 | 63.4 | 36 | |
| L2C-TabPFN2026.04 | 0.768 | 0.171 | 91.5 | 70.5 | |
| DeepSurv2026.04 | 0.763 | 0.188 | 69.5 | 40.9 | |
| Discrete MLP2026.04 | 0.744 | 0.174 | 70.3 | 46.9 | |
| DeepHit2026.04 | 0.722 | 0.175 | 72 | 48.9 |