Time Series Forecasting on Weather (MSE H=24, H=48, H=96)
0.828MSE (H=24)DynaME
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DynaMEBackbone=iTransformer2026.03 | 0.828 | 1.132 | 1.436 | |
| DynaMEBackbone=xPatch2026.03 | 0.829 | 1.108 | 1.401 | |
| PROCEEDBackbone=iTransformer2026.03 | 0.834 | 1.165 | 1.475 | |
| DynaMEBackbone=PatchTST2026.03 | 0.845 | 1.146 | 1.456 | |
| PROCEEDBackbone=PatchTST2026.03 | 0.855 | 1.212 | 1.578 | |
| DSOFBackbone=xPatch2026.03 | 0.863 | 1.306 | 1.816 | |
| GDBackbone=iTransformer2026.03 | 0.891 | 1.228 | 1.556 | |
| PROCEEDBackbone=xPatch2026.03 | 0.892 | 1.241 | 1.519 | |
| SOLIDBackbone=PatchTST2026.03 | 0.897 | 1.226 | 1.612 | |
| SOLIDBackbone=iTransformer2026.03 | 0.91 | 1.258 | 1.581 | |
| GDBackbone=PatchTST2026.03 | 0.927 | 1.304 | 1.589 | |
| GDBackbone=xPatch2026.03 | 0.982 | 1.311 | 1.588 | |
| DSOFBackbone=PatchTST2026.03 | 0.998 | 1.532 | 1.92 | |
| SOLIDBackbone=xPatch2026.03 | 1.014 | 1.344 | 1.631 | |
| DSOFBackbone=iTransformer2026.03 | 1.023 | 1.43 | 1.813 |