Multivariate Time Series Forecasting on Electricity v1 (test)
0.17MSEDynamic TMoE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Dynamic TMoEPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.17 | 0.268 | |
| TimeMixerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.182 | 0.273 | |
| TFPSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.183 | 0.28 | |
| RAFTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.184 | 0.287 | |
| TimesNetPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.193 | 0.295 | |
| PatchTSTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.196 | 0.281 | |
| ST-MTMPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.208 | 0.302 | |
| DLinearPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.21 | 0.296 | |
| FEDformerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.214 | 0.327 | |
| FITSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.216 | 0.293 |