Long-term forecasting on ETTh1 T=96
0.361MSETimeMixer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeMixerPrediction Length (T)=962024.06 | 0.361 | 0.39 | |
| AMDPrediction Length (T)=962024.06 | 0.369 | 0.397 | |
| PatchTSTPrediction Length (T)=962024.06 | 0.37 | 0.399 | |
| MTS-MixersPrediction Length (T)=962024.06 | 0.372 | 0.395 | |
| DLinearPrediction Length (T)=962024.06 | 0.375 | 0.399 | |
| MixMamba2025.08 | 0.3755 | 0.3878 | |
| FEDformerPrediction Length (T)=962024.06 | 0.376 | 0.415 | |
| MultiPatch.Input Length=962026.05 | 0.377 | 0.397 | |
| SIGMAInput Length=962026.05 | 0.379 | 0.393 | |
| TimeMixerInput Length=962026.05 | 0.381 | 0.398 | |
| WPMixerInput Length=962026.05 | 0.382 | 0.404 | |
| TimesNetPrediction Length (T)=962024.06 | 0.384 | 0.402 | |
| AMDInput Length=962026.05 | 0.385 | 0.396 | |
| STM32025.08 | 0.3854 | 0.3906 | |
| iTransformerPrediction Length (T)=962024.06 | 0.386 | 0.405 | |
| CrossformerPrediction Length (T)=962024.06 | 0.386 | 0.429 | |
| MICNPrediction Length (T)=962024.06 | 0.396 | 0.427 | |
| MSGNetInput Length=962026.05 | 0.398 | 0.418 | |
| TimesNetInput Length=962026.05 | 0.419 | 0.432 | |
| MICNInput Length=962026.05 | 0.425 | 0.435 | |
| Pyra.Input Length=962026.05 | 0.701 | 0.63 |