Multivariate Time Series Forecasting on ETTm2 (6:2:2)
0.263MSEPAMod
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PAModLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.263 | 0.307 | |
| TimeEmbLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.265 | 0.308 | |
| CycleNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.266 | 0.314 | |
| TimeXerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.274 | 0.322 | |
| TimeMixerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.275 | 0.323 | |
| TQNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.277 | 0.323 | |
| FilterTSLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.277 | 0.322 | |
| AmplifierLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.28 | 0.326 | |
| PatchTSTLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.281 | 0.326 | |
| iTransformerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.288 | 0.332 |