Long-term forecasting on Traffic T=720
0.429MSEAMD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AMDPrediction Length (T)=7202024.06 | 0.429 | 0.292 | |
| TimeMixerPrediction Length (T)=7202024.06 | 0.43 | 0.281 | |
| PatchTSTPrediction Length (T)=7202024.06 | 0.432 | 0.286 | |
| DLinearPrediction Length (T)=7202024.06 | 0.466 | 0.315 | |
| iTransformerPrediction Length (T)=7202024.06 | 0.467 | 0.302 | |
| SIGMAInput Length=962026.05 | 0.494 | 0.32 | |
| MTS-MixersPrediction Length (T)=7202024.06 | 0.529 | 0.37 | |
| TimeMixerInput Length=962026.05 | 0.535 | 0.332 | |
| MultiPatch.Input Length=962026.05 | 0.537 | 0.351 | |
| WPMixerInput Length=962026.05 | 0.548 | 0.35 | |
| MICNPrediction Length (T)=7202024.06 | 0.571 | 0.323 | |
| CrossformerPrediction Length (T)=7202024.06 | 0.573 | 0.313 | |
| AMDInput Length=962026.05 | 0.573 | 0.358 | |
| MICNInput Length=962026.05 | 0.574 | 0.332 | |
| FEDformerPrediction Length (T)=7202024.06 | 0.621 | 0.375 | |
| TimesNetPrediction Length (T)=7202024.06 | 0.64 | 0.35 | |
| TimesNetInput Length=962026.05 | 0.662 | 0.35 | |
| Pyra.Input Length=962026.05 | 0.709 | 0.395 | |
| MSGNetInput Length=962026.05 | 0.721 | 0.42 |