Long-term forecasting on Weather T=192
0.187MSEAMD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AMDPrediction Length (T)=1922024.06 | 0.187 | 0.238 | |
| TimeMixerPrediction Length (T)=1922024.06 | 0.189 | 0.239 | |
| PatchTSTPrediction Length (T)=1922024.06 | 0.194 | 0.241 | |
| CrossformerPrediction Length (T)=1922024.06 | 0.197 | 0.269 | |
| MTS-MixersPrediction Length (T)=1922024.06 | 0.199 | 0.248 | |
| TimesNetPrediction Length (T)=1922024.06 | 0.219 | 0.261 | |
| MICNPrediction Length (T)=1922024.06 | 0.22 | 0.283 | |
| DLinearPrediction Length (T)=1922024.06 | 0.22 | 0.282 | |
| iTransformerPrediction Length (T)=1922024.06 | 0.221 | 0.254 | |
| FEDformerPrediction Length (T)=1922024.06 | 0.275 | 0.329 |