Multivariate Time Series Forecasting on Traffic v1 (test)
0.288MAEDynamic TMoE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Dynamic TMoEPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.288 | 0.479 | |
| TimeMixerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.298 | 0.485 | |
| TFPSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.304 | 0.457 | |
| PatchTSTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.309 | 0.488 | |
| TimesNetPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.336 | 0.62 | |
| ST-MTMPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.337 | 0.556 | |
| RAFTPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.347 | 0.537 | |
| DLinear + FANBackbone=DLinear, Normalization=FAN, Horizon=7202024.09 | 0.372 | 0.472 | |
| FEDformerPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.376 | 0.61 | |
| FITSPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.377 | 0.627 | |
| Informer + FANBackbone=Informer, Normalization=FAN, Horizon=7202024.09 | 0.381 | 0.463 | |
| DLinearPrediction Horizon={96, 192, 336, 720}, Look-back window=962026.05 | 0.385 | 0.625 |