Multivariate Time Series Forecasting on ETTm1 v1 (test)
0.311MAEDLinear + SAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DLinear + SANBackbone=DLinear, Normalization=SAN, Horizon=962024.09 | 0.311 | 0.335 | |
| DLinear + FANBackbone=DLinear, Normalization=FAN, Horizon=962024.09 | 0.334 | 0.317 | |
| Dynamic TMoEPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.394 | 0.376 | |
| PatchTSTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.395 | 0.381 | |
| TimeMixerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.396 | 0.381 | |
| RAFTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.401 | 0.382 | |
| ST-MTMPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.406 | 0.401 | |
| TimesNetPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.406 | 0.4 | |
| TFPSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.407 | 0.395 | |
| FITSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.408 | 0.414 | |
| DLinearPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.41 | 0.406 | |
| FEDformerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.452 | 0.448 |