Multivariate time series forecasting on ETTh1 (6:2:2)
0.413MSEPAMod
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PAModLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.413 | 0.42 | |
| TimeEmbLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.425 | 0.425 | |
| AmplifierLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.43 | 0.428 | |
| FilterTSLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.434 | 0.43 | |
| TimeXerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.437 | 0.437 | |
| TQNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.441 | 0.434 | |
| TimeMixerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.447 | 0.44 | |
| iTransformerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.454 | 0.448 | |
| CycleNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.457 | 0.441 | |
| PatchTSTLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.469 | 0.455 |