Time Series Forecasting on ECL (H=24, 48, 96 MSE)
3.834MSE (Horizon 24)DynaME
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DynaMEBackbone=iTransformer2026.03 | 3.834 | 4.574 | 5.685 | |
| PROCEEDBackbone=iTransformer2026.03 | 3.857 | 4.585 | 5.708 | |
| GDBackbone=iTransformer2026.03 | 3.899 | 4.653 | 5.869 | |
| SOLIDBackbone=iTransformer2026.03 | 3.952 | 4.726 | 5.957 | |
| DynaMEBackbone=PatchTST2026.03 | 4.073 | 4.541 | 5.837 | |
| PROCEEDBackbone=PatchTST2026.03 | 4.153 | 4.705 | 5.871 | |
| DynaMEBackbone=xPatch2026.03 | 4.177 | 4.828 | 5.922 | |
| SOLIDBackbone=PatchTST2026.03 | 4.191 | 4.897 | 6.122 | |
| GDBackbone=PatchTST2026.03 | 4.225 | 4.926 | 6.096 | |
| PROCEEDBackbone=xPatch2026.03 | 4.272 | 4.897 | 5.984 | |
| GDBackbone=xPatch2026.03 | 4.329 | 5.009 | 6.167 | |
| SOLIDBackbone=xPatch2026.03 | 4.338 | 5.039 | 6.183 | |
| DSOFBackbone=xPatch2026.03 | 5.096 | 6.232 | 8.755 | |
| DSOFBackbone=iTransformer2026.03 | 5.127 | 6.348 | 8.231 | |
| DSOFBackbone=PatchTST2026.03 | 6.363 | 7.742 | 8.441 |