Multivariate Long-Term Time Series Forecasting on Electricity (Horizon MSE)
0.129MSE (Horizon 96)PatchTST
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PatchTST2024.05 | 0.129 | 0.147 | 0.163 | 0.197 | |
| FITS2024.05 | 0.138 | 0.152 | 0.166 | 0.205 | |
| SparseTSF2024.05 | 0.138 | 0.146 | 0.164 | 0.203 | |
| DLinear2024.05 | 0.14 | 0.153 | 0.169 | 0.203 | |
| FiLM2024.05 | 0.154 | 0.164 | 0.188 | 0.236 | |
| TimesNet2024.05 | 0.168 | 0.184 | 0.198 | 0.22 | |
| FEDformer2024.05 | 0.193 | 0.201 | 0.214 | 0.246 | |
| Autoformer2024.05 | 0.201 | 0.222 | 0.231 | 0.254 | |
| Informer2024.05 | 0.274 | 0.296 | 0.3 | 0.373 | |
| Pyraformer2024.05 | 0.386 | 0.386 | 0.378 | 0.376 |