Multivariate Time Series Forecasting on ETTm2 v1 (test)
0.269MSEDynamic TMoE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Dynamic TMoEPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.269 | 0.318 | |
| TimeMixerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.275 | 0.323 | |
| TFPSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.276 | 0.321 | |
| ST-MTMPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.28 | 0.325 | |
| RAFTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.281 | 0.331 | |
| PatchTSTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.285 | 0.328 | |
| FITSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.286 | 0.328 | |
| TimesNetPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.291 | 0.333 | |
| FEDformerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.305 | 0.349 | |
| DLinearPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.31 | 0.367 |