Long-term forecasting on Weather T=96
0.145MSEAMD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AMDPrediction Length (T)=962024.06 | 0.145 | 0.197 | |
| TimeMixerPrediction Length (T)=962024.06 | 0.147 | 0.197 | |
| PatchTSTPrediction Length (T)=962024.06 | 0.149 | 0.198 | |
| DLinearPrediction Length (T)=962024.06 | 0.152 | 0.237 | |
| CrossformerPrediction Length (T)=962024.06 | 0.153 | 0.217 | |
| MTS-MixersPrediction Length (T)=962024.06 | 0.156 | 0.206 | |
| SIGMAInput Length=962026.05 | 0.16 | 0.204 | |
| MICNPrediction Length (T)=962024.06 | 0.161 | 0.226 | |
| MSGNetInput Length=962026.05 | 0.161 | 0.209 | |
| WPMixerInput Length=962026.05 | 0.164 | 0.21 | |
| TimeMixerInput Length=962026.05 | 0.166 | 0.214 | |
| TimesNetPrediction Length (T)=962024.06 | 0.172 | 0.22 | |
| MultiPatch.Input Length=962026.05 | 0.172 | 0.211 | |
| TimesNetInput Length=962026.05 | 0.172 | 0.221 | |
| iTransformerPrediction Length (T)=962024.06 | 0.174 | 0.214 | |
| AMDInput Length=962026.05 | 0.182 | 0.227 | |
| MICNInput Length=962026.05 | 0.192 | 0.25 | |
| Pyra.Input Length=962026.05 | 0.195 | 0.281 | |
| FEDformerPrediction Length (T)=962024.06 | 0.238 | 0.314 |