Multivariate long-term forecasting on Traffic v1 (test)
0.338MSEPMDformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PMDformerPrediction horizon=96, Lookback window=720, Year=ours2026.06 | 0.338 | 0.212 | |
| PatchTSTPrediction horizon=96, Lookback window=720, Year=20232026.06 | 0.363 | 0.25 | |
| PMDformerPrediction horizon=Avg, Lookback window=720, Year=ours2026.06 | 0.378 | 0.234 | |
| TexFilterPrediction length=96, Lookback length=962024.11 | 0.43 | 0.294 | |
| PaiFilterPrediction length=96, Lookback length=962024.11 | 0.506 | 0.336 | |
| MICNPrediction length=96, Lookback length=962024.11 | 0.519 | 0.309 | |
| FreTSPrediction length=96, Lookback length=962024.11 | 0.593 | 0.378 |