Multi-horizon clinical forecasting on DCLP3
11.2Risk ProportionSoTra
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SoTraL=62025.12 | 11.2 | 24.6 | 16.9 | |
| iTransL=62025.12 | 15.3 | 46 | 16.75 | |
| DLinearL=62025.12 | 18.1 | 65 | 16.49 | |
| ChronosL=62025.12 | 18.5 | 57 | 17.81 | |
| PatchTSTL=62025.12 | 32.5 | 140 | 17.75 | |
| SoTraL=122025.12 | 34.1 | 100.3 | 27.05 | |
| DLinearL=122025.12 | 45.5 | 164 | 26.38 | |
| iTransL=122025.12 | 46.1 | 175 | 25.76 | |
| ChronosL=122025.12 | 48.8 | 171 | 29.05 | |
| PatchTSTL=122025.12 | 55 | 217 | 26.27 | |
| SoTraL=Avg2025.12 | 58.3 | 179.4 | 32.88 | |
| iTransL=Avg2025.12 | 70.6 | 283.7 | 31.13 | |
| DLinearL=Avg2025.12 | 72.7 | 288.5 | 31.84 | |
| SoTraL=242025.12 | 73.5 | 238.9 | 38.57 | |
| PatchTSTL=Avg2025.12 | 78.2 | 322.2 | 31.52 | |
| ChronosL=Avg2025.12 | 82.4 | 338.2 | 36.31 | |
| iTransL=242025.12 | 86.3 | 341 | 37.06 | |
| DLinearL=242025.12 | 88.6 | 344 | 37.94 | |
| PatchTSTL=242025.12 | 90.6 | 361 | 36.71 | |
| ChronosL=242025.12 | 101.6 | 410 | 43.05 | |
| SoTraL=482025.12 | 114.4 | 353.8 | 49 | |
| PatchTSTL=482025.12 | 134.5 | 571 | 45.37 | |
| iTransL=482025.12 | 134.7 | 573 | 45.95 | |
| DLinearL=482025.12 | 138.6 | 581 | 46.58 | |
| ChronosL=482025.12 | 161.1 | 715 | 55.33 |