Short-term Traffic Forecasting on PeMS03 (test)
0.104MSETPS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TPSBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.104 | 0.216 | |
| FreqPoolBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.112 | 0.23 | |
| UpsampleBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.112 | 0.231 | |
| STAugBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.113 | 0.224 | |
| Wave-Mask/MixBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.115 | 0.228 | |
| Dominant ShuffleBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.115 | 0.231 | |
| NoneBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.118 | 0.234 | |
| MBBBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.118 | 0.231 | |
| RobustTAD-m/pBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.122 | 0.24 | |
| FreqAddBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.123 | 0.241 | |
| Freq-Mask/MixBackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.124 | 0.243 | |
| wDBABackbone=PatchTST, Prediction lengths={12, 24, 36, 48}, Number of runs=52026.04 | 0.125 | 0.247 |