Multivariate long-term forecasting on Weather L=512 (test)
0.144MSECATS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CATSInput Sequence Length=512, Prediction Horizon=962024.05 | 0.144 | 0.199 | |
| TimeMixerInput Sequence Length=512, Prediction Horizon=962024.05 | 0.147 | 0.197 | |
| PatchTSTInput Sequence Length=512, Prediction Horizon=962024.05 | 0.149 | 0.198 | |
| MICNInput Sequence Length=512, Prediction Horizon=962024.05 | 0.161 | 0.229 | |
| TimesNetInput Sequence Length=512, Prediction Horizon=962024.05 | 0.172 | 0.22 | |
| DLinearInput Sequence Length=512, Prediction Horizon=962024.05 | 0.176 | 0.237 | |
| FiLMInput Sequence Length=512, Prediction Horizon=962024.05 | 0.199 | 0.262 | |
| CrossformerInput Sequence Length=512, Prediction Horizon=962024.05 | 0.232 | 0.302 | |
| AutoformerInput Sequence Length=512, Prediction Horizon=962024.05 | 0.266 | 0.336 | |
| InformerInput Sequence Length=512, Prediction Horizon=962024.05 | 0.3 | 0.384 |