Time Series Forecasting on 14 Time Series Datasets (test)
14,047MSERG-EWC
Evaluation results
| Method | Links | |
|---|---|---|
| RG-EWCModel Architecture=GRU-S2026.03 | 14,047 | |
| RG-TTAModel Architecture=GRU-S2026.03 | 14,092 | |
| TTAModel Architecture=GRU-S2026.03 | 15,458 | |
| DynaTTAModel Architecture=GRU-S2026.03 | 16,076 | |
| RG-DynaTTAModel Architecture=DLinear2026.03 | 16,739 | |
| RG-DynaTTAModel Architecture=GRU-S2026.03 | 16,787 | |
| EWCModel Architecture=GRU-S2026.03 | 16,794 | |
| DynaTTAModel Architecture=DLinear2026.03 | 17,185 | |
| TTAModel Architecture=DLinear2026.03 | 17,855 | |
| EWCModel Architecture=DLinear2026.03 | 18,258 | |
| RG-EWCModel Architecture=DLinear2026.03 | 18,752 | |
| RG-TTAModel Architecture=DLinear2026.03 | 18,782 | |
| RG-EWCModel Architecture=iTransformer2026.03 | 18,851 | |
| RG-TTAModel Architecture=iTransformer2026.03 | 19,202 | |
| DynaTTAModel Architecture=iTransformer2026.03 | 20,808 | |
| TTAModel Architecture=iTransformer2026.03 | 21,075 | |
| RG-DynaTTAModel Architecture=iTransformer2026.03 | 22,619 | |
| EWCModel Architecture=iTransformer2026.03 | 24,141 | |
| TTAModel Architecture=PatchTST2026.03 | 717,298 | |
| RG-TTAModel Architecture=PatchTST2026.03 | 718,642 | |
| RG-EWCModel Architecture=PatchTST2026.03 | 721,305 | |
| EWCModel Architecture=PatchTST2026.03 | 813,314 | |
| RG-DynaTTAModel Architecture=PatchTST2026.03 | 868,742 | |
| DynaTTAModel Architecture=PatchTST2026.03 | 874,257 |