Multi-horizon clinical forecasting on PEDAP
0.201RiskSoTra
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SoTraL=62025.12 | 0.201 | 61.3 | 19.87 | |
| ChronosL=62025.12 | 0.268 | 92 | 19.98 | |
| iTransL=62025.12 | 0.288 | 113 | 19.03 | |
| DLinearL=62025.12 | 0.325 | 129 | 19.24 | |
| SoTraL=122025.12 | 0.526 | 169.7 | 32.08 | |
| PatchTSTL=62025.12 | 0.56 | 256 | 19.73 | |
| ChronosL=122025.12 | 0.696 | 264 | 32.87 | |
| iTransL=122025.12 | 0.697 | 281 | 29.42 | |
| DLinearL=122025.12 | 0.701 | 276 | 30.2 | |
| PatchTSTL=122025.12 | 0.789 | 333 | 29.27 | |
| SoTraL=Avg2025.12 | 0.791 | 257.4 | 37.32 | |
| iTransL=Avg2025.12 | 0.979 | 421.5 | 34.49 | |
| DLinearL=Avg2025.12 | 0.992 | 418 | 35.36 | |
| SoTraL=242025.12 | 1.019 | 353.7 | 44.14 | |
| ChronosL=Avg2025.12 | 1.078 | 461.5 | 40.1 | |
| PatchTSTL=Avg2025.12 | 1.089 | 478.7 | 34.5 | |
| iTransL=242025.12 | 1.218 | 525 | 41.02 | |
| DLinearL=242025.12 | 1.218 | 510 | 41.97 | |
| PatchTSTL=242025.12 | 1.259 | 546 | 40.41 | |
| ChronosL=242025.12 | 1.339 | 571 | 48.05 | |
| SoTraL=482025.12 | 1.415 | 444.8 | 53.2 | |
| iTransL=482025.12 | 1.714 | 767 | 48.49 | |
| DLinearL=482025.12 | 1.726 | 757 | 50.03 | |
| PatchTSTL=482025.12 | 1.747 | 780 | 48.59 | |
| ChronosL=482025.12 | 2.01 | 919 | 59.53 |