Short-term Traffic Forecasting on PeMS04 (test)
0.125MSETPS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TPSBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.125 | 0.238 | |
| FreqPoolBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.128 | 0.243 | |
| Wave-Mask/MixBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.133 | 0.246 | |
| wDBABackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.134 | 0.246 | |
| RobustTAD-m/pBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.134 | 0.249 | |
| Dominant ShuffleBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.134 | 0.252 | |
| NoneBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.135 | 0.246 | |
| STAugBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.135 | 0.249 | |
| UpsampleBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.136 | 0.254 | |
| MBBBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.139 | 0.255 | |
| FreqAddBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.139 | 0.252 | |
| Freq-Mask/MixBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.143 | 0.257 |