Multi-horizon clinical forecasting on MBP
1.047RiskSoTra
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SoTraL=62025.12 | 1.047 | 38.2 | 5.587 | |
| iTransL=62025.12 | 1.054 | 53.5 | 5.868 | |
| PatchTSTL=62025.12 | 1.062 | 53.6 | 5.845 | |
| DLinearL=62025.12 | 1.062 | 57 | 6.095 | |
| ChronosL=62025.12 | 1.064 | 63.3 | 6.332 | |
| SoTraL=122025.12 | 1.064 | 48.6 | 6.522 | |
| iTransL=122025.12 | 1.079 | 62.1 | 6.772 | |
| PatchTSTL=122025.12 | 1.087 | 62.4 | 6.723 | |
| DLinearL=122025.12 | 1.093 | 69.9 | 7.063 | |
| ChronosL=122025.12 | 1.097 | 81.8 | 7.645 | |
| SoTraL=242025.12 | 1.103 | 73.2 | 8.12 | |
| SoTraL=Avg2025.12 | 1.103 | 76.2 | 7.71 | |
| iTransL=Avg2025.12 | 1.112 | 81.9 | 7.558 | |
| PatchTSTL=Avg2025.12 | 1.118 | 80.2 | 7.522 | |
| iTransL=242025.12 | 1.123 | 87 | 8.155 | |
| DLinearL=Avg2025.12 | 1.127 | 90 | 7.831 | |
| PatchTSTL=242025.12 | 1.13 | 82.2 | 8.048 | |
| ChronosL=Avg2025.12 | 1.139 | 117.7 | 8.679 | |
| DLinearL=242025.12 | 1.142 | 95.5 | 8.413 | |
| ChronosL=242025.12 | 1.155 | 119.9 | 9.304 | |
| iTransL=482025.12 | 1.191 | 125.1 | 9.559 | |
| PatchTSTL=482025.12 | 1.192 | 122.5 | 9.475 | |
| SoTraL=482025.12 | 1.196 | 144.9 | 10.61 | |
| DLinearL=482025.12 | 1.212 | 137.8 | 9.757 | |
| ChronosL=482025.12 | 1.241 | 206 | 11.438 |