Multi-horizon clinical forecasting on SBP
1.038RiskSoTra
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SoTraL=62025.12 | 1.038 | 31.8 | 6.821 | |
| PatchTSTL=62025.12 | 1.044 | 43.7 | 7.165 | |
| iTransL=62025.12 | 1.047 | 46.9 | 7.254 | |
| DLinearL=62025.12 | 1.047 | 51.6 | 7.466 | |
| SoTraL=122025.12 | 1.051 | 44.5 | 8.486 | |
| ChronosL=62025.12 | 1.053 | 58 | 8.007 | |
| PatchTSTL=122025.12 | 1.065 | 62 | 8.429 | |
| iTransL=122025.12 | 1.067 | 65 | 8.546 | |
| DLinearL=122025.12 | 1.069 | 71.1 | 8.921 | |
| SoTraL=Avg2025.12 | 1.07 | 68.8 | 9.94 | |
| SoTraL=242025.12 | 1.075 | 74 | 10.79 | |
| ChronosL=122025.12 | 1.079 | 86.4 | 9.698 | |
| iTransL=Avg2025.12 | 1.091 | 97.9 | 9.785 | |
| PatchTSTL=Avg2025.12 | 1.093 | 98.9 | 9.678 | |
| DLinearL=Avg2025.12 | 1.098 | 107.2 | 10.089 | |
| PatchTSTL=242025.12 | 1.099 | 100 | 10.459 | |
| iTransL=242025.12 | 1.099 | 102.4 | 10.566 | |
| DLinearL=242025.12 | 1.114 | 118.3 | 10.925 | |
| SoTraL=482025.12 | 1.116 | 124.7 | 13.66 | |
| ChronosL=Avg2025.12 | 1.117 | 147.1 | 11.456 | |
| ChronosL=242025.12 | 1.13 | 155.3 | 12.469 | |
| iTransL=482025.12 | 1.152 | 177 | 12.776 | |
| DLinearL=482025.12 | 1.162 | 188 | 13.047 | |
| PatchTSTL=482025.12 | 1.164 | 189.8 | 12.661 | |
| ChronosL=482025.12 | 1.208 | 288.7 | 15.653 |