Multivariate Time Series Forecasting on ETTh2 v1 (test)
0.234MAEDLinear + FAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DLinear + FANBackbone=DLinear, Normalization=FAN, Horizon=962024.09 | 0.234 | 0.108 | |
| DLinear + SANBackbone=DLinear, Normalization=SAN, Horizon=962024.09 | 0.237 | 0.112 | |
| Informer + FANBackbone=Informer, Normalization=FAN, Horizon=962024.09 | 0.256 | 0.124 | |
| FEDFormer + FANBackbone=FEDFormer, Normalization=FAN, Horizon=962024.09 | 0.263 | 0.126 | |
| ST-MTMPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.391 | 0.359 | |
| TimeMixerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.395 | 0.365 | |
| PatchTSTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.395 | 0.366 | |
| Dynamic TMoEPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.398 | 0.368 | |
| FITSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.398 | 0.375 | |
| TFPSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.403 | 0.38 | |
| RAFTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.413 | 0.385 | |
| TimesNetPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.427 | 0.414 | |
| FEDformerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.447 | 0.434 | |
| DLinearPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.479 | 0.498 |