Long-term Forecasting on PEMS07
0.007MSEMSTN-Transformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MSTN-TransformerPrediction Horizon (H)=122025.11 | 0.007 | 0.067 | |
| MSTN-TransformerPrediction Horizon (H)=962025.11 | 0.013 | 0.085 | |
| vLinear2026.01 | 0.076 | 0.164 | |
| OLinear2026.01 | 0.077 | 0.164 | |
| Leddam2026.01 | 0.084 | 0.18 | |
| iTransformer2026.01 | 0.101 | 0.204 | |
| ModernTCNPrediction Horizon (H)=Avg, Publication Year=20242025.11 | 0.304 | 0.374 | |
| iTransformerPrediction Horizon (H)=48, Publication Year=20242025.11 | 0.892 | 0.764 |