Multivariate Time Series Forecasting on Weather (7:1:2)
0.237MSETimeEmb
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeEmbLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.237 | 0.262 | |
| PAModLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.239 | 0.261 | |
| TimeMixerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.24 | 0.271 | |
| TimeXerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.241 | 0.271 | |
| TQNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.242 | 0.269 | |
| CycleNetLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.243 | 0.271 | |
| FilterTSLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.245 | 0.274 | |
| AmplifierLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.253 | 0.275 | |
| iTransformerLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.258 | 0.278 | |
| PatchTSTLookback length=96, Prediction horizons=Averaged {96, 192, 336, 720}2026.05 | 0.259 | 0.273 |