Long-term forecasting on ECL T=720
0.188MSETriTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TriTSLookback window=96, Prediction length=7202026.04 | 0.188 | 0.279 | |
| VisionTSLookback window=96, Prediction length=7202026.04 | 0.191 | 0.279 | |
| FDNetLookback window=96, Prediction length=7202026.04 | 0.192 | 0.287 | |
| AMDPrediction Length (T)=7202024.06 | 0.193 | 0.286 | |
| TimeMixerPrediction Length (T)=7202024.06 | 0.194 | 0.287 | |
| VisionTS++Lookback window=96, Prediction length=7202026.04 | 0.194 | 0.283 | |
| PatchTSTPrediction Length (T)=7202024.06 | 0.197 | 0.29 | |
| MICNPrediction Length (T)=7202024.06 | 0.203 | 0.312 | |
| MTS-MixersPrediction Length (T)=7202024.06 | 0.212 | 0.308 | |
| TimesNetPrediction Length (T)=7202024.06 | 0.22 | 0.32 | |
| WPMixerLookback window=96, Prediction length=7202026.04 | 0.224 | 0.311 | |
| iTransformerPrediction Length (T)=7202024.06 | 0.225 | 0.317 | |
| TimeMixerLookback window=96, Prediction length=7202026.04 | 0.225 | 0.31 | |
| iTransformerLookback window=96, Prediction length=7202026.04 | 0.228 | 0.312 | |
| PatchTSTLookback window=96, Prediction length=7202026.04 | 0.23 | 0.311 | |
| FEDformerPrediction Length (T)=7202024.06 | 0.233 | 0.344 | |
| DLinearPrediction Length (T)=7202024.06 | 0.233 | 0.344 | |
| DLinearLookback window=96, Prediction length=7202026.04 | 0.258 | 0.35 | |
| CrossformerPrediction Length (T)=7202024.06 | 0.404 | 0.423 |