Long-term Time Series Forecasting on ETTh1 conventional (test)
0.361CMSETimeMixer++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeMixer++Prediction Length=962025.06 | 0.361 | 0.403 | |
| SimpleTMPrediction Length=962025.06 | 0.366 | 0.392 | |
| TimeFilterPrediction Length=962025.06 | 0.37 | 0.394 | |
| CTFPrediction Length=962025.06 | 0.371 | 0.397 | |
| DUETPrediction Length=962025.06 | 0.377 | 0.393 | |
| TimeXerPrediction Length=962025.06 | 0.382 | 0.403 | |
| CrossGNNPrediction Length=962025.06 | 0.382 | 0.398 | |
| TimesNetPrediction Length=962025.06 | 0.384 | 0.402 | |
| iTransformerPrediction Length=962025.06 | 0.386 | 0.405 | |
| RLinearPrediction Length=962025.06 | 0.386 | 0.395 | |
| DLinearPrediction Length=962025.06 | 0.386 | 0.4 | |
| PatchTSTPrediction Length=962025.06 | 0.414 | 0.419 | |
| TimeMixer++Prediction Length=Avg2025.06 | 0.419 | 0.432 | |
| CrossformerPrediction Length=962025.06 | 0.423 | 0.448 | |
| CTFPrediction Length=Avg2025.06 | 0.425 | 0.435 | |
| TiDEPrediction Length=962025.06 | 0.479 | 0.464 |