Time Series Forecasting on Traffic Horizon 96 (test)
0.4221MSETimeXer + CRC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeXer + CRCBackbone=TimeXer, Residual Correction=CRC2025.12 | 0.4221 | 0.2641 | |
| TimeXerBackbone=TimeXer, Residual Correction=None2025.12 | 0.4277 | 0.2715 | |
| PatchTST + CRCBackbone=PatchTST, Residual Correction=CRC2025.12 | 0.4298 | 0.2808 | |
| ScatterFusionPrediction Horizon=962026.01 | 0.437 | 0.289 | |
| PatchTSTBackbone=PatchTST, Residual Correction=None2025.12 | 0.4583 | 0.2985 | |
| PatchTSTPrediction Horizon=962026.01 | 0.462 | 0.295 | |
| DLinear + CRCBackbone=DLinear, Residual Correction=CRC2025.12 | 0.4889 | 0.3084 | |
| TimesNet + CRCBackbone=TimesNet, Residual Correction=CRC2025.12 | 0.5571 | 0.2972 | |
| FEDformerPrediction Horizon=962026.01 | 0.587 | 0.366 | |
| TimesNetBackbone=TimesNet, Residual Correction=None2025.12 | 0.5913 | 0.316 | |
| TimesNetPrediction Horizon=962026.01 | 0.593 | 0.321 | |
| WFTNetPrediction Horizon=962026.01 | 0.594 | 0.316 | |
| ETSformerPrediction Horizon=962026.01 | 0.607 | 0.392 | |
| AutoformerPrediction Horizon=962026.01 | 0.613 | 0.388 | |
| DLinearPrediction Horizon=962026.01 | 0.65 | 0.396 | |
| InformerPrediction Horizon=962026.01 | 0.671 | 0.401 | |
| DLinearBackbone=DLinear, Residual Correction=None2025.12 | 0.6965 | 0.4287 |