Multivariate Time Series Forecasting on Electricity (ECL) (7:1:2)
0.164MSETQNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TQNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.164 | 0.259 | |
| PAModLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.165 | 0.254 | |
| TimeEmbLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.168 | 0.261 | |
| CycleNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.168 | 0.259 | |
| TimeXerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.171 | 0.27 | |
| AmplifierLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.172 | 0.266 | |
| iTransformerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.178 | 0.27 | |
| FilterTSLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.18 | 0.272 | |
| TimeMixerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.182 | 0.272 | |
| PatchTSTLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.205 | 0.29 |