Long-term Forecasting on PEMS04
0.009MSEMSTN-Transformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MSTN-TransformerPrediction Horizon (H)=122025.11 | 0.009 | 0.071 | |
| MSTN-BiLSTMPrediction Horizon (H)=122025.11 | 0.01 | 0.074 | |
| MSTN-TransformerPrediction Horizon (H)=Avg2025.11 | 0.015 | 0.086 | |
| MSTN-BiLSTMPrediction Horizon (H)=Avg2025.11 | 0.028 | 0.118 | |
| vLinear2026.01 | 0.09 | 0.19 | |
| OLinear2026.01 | 0.091 | 0.19 | |
| Leddam2026.01 | 0.103 | 0.21 | |
| TSMixerPrediction Horizon (H)=48, Publication Year=20232025.11 | 0.159 | 0.278 | |
| iTransformerPrediction Horizon (H)=96, Publication Year=20242025.11 | 0.169 | 0.28 |