Short-term traffic forecasting on PeMS08 short-term traffic (test)
0.135MSETPS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TPSBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.135 | 0.24 | |
| UpsampleBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.141 | 0.248 | |
| FreqPoolBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.143 | 0.252 | |
| Wave-Mask/MixBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.149 | 0.258 | |
| STAugBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.15 | 0.251 | |
| Dominant ShuffleBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.156 | 0.256 | |
| NoneBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.159 | 0.259 | |
| RobustTAD-m/pBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.159 | 0.259 | |
| FreqAddBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.161 | 0.268 | |
| Freq-Mask/MixBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.167 | 0.266 | |
| MBBBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.169 | 0.26 | |
| wDBABackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.17 | 0.262 |