Multivariate Time Series Forecasting on Solar-Energy (7:1:2)
0.198MSETQNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TQNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.198 | 0.256 | |
| PAModLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.206 | 0.226 | |
| CycleNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.21 | 0.261 | |
| FilterTSLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.215 | 0.277 | |
| TimeMixerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.216 | 0.28 | |
| iTransformerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.233 | 0.262 | |
| TimeXerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.237 | 0.302 | |
| AmplifierLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.241 | 0.27 | |
| TimeEmbLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.248 | 0.27 | |
| PatchTSTLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.27 | 0.307 |