Time Series Forecasting on Traffic Horizon 720 (test)
0.502MSEScatterFusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ScatterFusionPrediction Horizon=7202026.01 | 0.502 | 0.317 | |
| PatchTST + CRCBackbone=PatchTST, Residual Correction=CRC2025.12 | 0.5044 | 0.3174 | |
| TimeXer + CRCBackbone=TimeXer, Residual Correction=CRC2025.12 | 0.5135 | 0.3031 | |
| PatchTSTPrediction Horizon=7202026.01 | 0.514 | 0.322 | |
| TimeXerBackbone=TimeXer, Residual Correction=None2025.12 | 0.5195 | 0.3101 | |
| PatchTSTBackbone=PatchTST, Residual Correction=None2025.12 | 0.5308 | 0.3341 | |
| DLinear + CRCBackbone=DLinear, Residual Correction=CRC2025.12 | 0.5404 | 0.3383 | |
| FEDformerPrediction Horizon=7202026.01 | 0.626 | 0.382 | |
| ETSformerPrediction Horizon=7202026.01 | 0.632 | 0.396 | |
| TimesNetPrediction Horizon=7202026.01 | 0.64 | 0.35 | |
| DLinearPrediction Horizon=7202026.01 | 0.645 | 0.394 | |
| DLinearBackbone=DLinear, Residual Correction=None2025.12 | 0.6482 | 0.3982 | |
| TimesNet + CRCBackbone=TimesNet, Residual Correction=CRC2025.12 | 0.6546 | 0.3339 | |
| AutoformerPrediction Horizon=7202026.01 | 0.66 | 0.408 | |
| WFTNetPrediction Horizon=7202026.01 | 0.664 | 0.36 | |
| TimesNetBackbone=TimesNet, Residual Correction=None2025.12 | 0.6711 | 0.349 | |
| InformerPrediction Horizon=7202026.01 | 0.693 | 0.432 |