Time Series Forecasting on ETTh1 Horizon 720 (test)
0.492MSEScatterFusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ScatterFusionPrediction Horizon=7202026.01 | 0.492 | 0.483 | |
| TimeXer + CRCBackbone=TimeXer, Residual Correction=CRC2025.12 | 0.4967 | 0.5041 | |
| TimeXerBackbone=TimeXer, Residual Correction=None2025.12 | 0.4988 | 0.4926 | |
| PatchTSTPrediction Horizon=7202026.01 | 0.5 | 0.488 | |
| FEDformerPrediction Horizon=7202026.01 | 0.506 | 0.507 | |
| DLinearBackbone=DLinear, Residual Correction=None2025.12 | 0.5126 | 0.5104 | |
| AutoformerPrediction Horizon=7202026.01 | 0.514 | 0.512 | |
| TimesNet + CRCBackbone=TimesNet, Residual Correction=CRC2025.12 | 0.514 | 0.5089 | |
| TimesNetBackbone=TimesNet, Residual Correction=None2025.12 | 0.5181 | 0.4965 | |
| DLinearPrediction Horizon=7202026.01 | 0.519 | 0.516 | |
| WFTNetPrediction Horizon=7202026.01 | 0.519 | 0.502 | |
| PatchTSTBackbone=PatchTST, Residual Correction=None2025.12 | 0.5193 | 0.5036 | |
| TimesNetPrediction Horizon=7202026.01 | 0.521 | 0.5 | |
| ETSformerPrediction Horizon=7202026.01 | 0.523 | 0.512 | |
| DLinear + CRCBackbone=DLinear, Residual Correction=CRC2025.12 | 0.5242 | 0.5205 | |
| PatchTST + CRCBackbone=PatchTST, Residual Correction=CRC2025.12 | 0.526 | 0.5015 | |
| InformerPrediction Horizon=7202026.01 | 0.531 | 0.519 |