Time Series Point Forecasting on Weather TSLib (test)
0.214MSEFedTRL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedTRLLook-back window=512, Adaptation epochs=12026.04 | 0.214 | 0.252 | |
| TimeXerLook-back window=5122026.04 | 0.227 | 0.268 | |
| iTransformerLook-back window=5122026.04 | 0.235 | 0.274 | |
| TimeMixerLook-back window=5122026.04 | 0.241 | 0.272 | |
| DLinearLook-back window=5122026.04 | 0.248 | 0.3 | |
| PatchTSTLook-back window=5122026.04 | 0.255 | 0.264 | |
| TimesNetLook-back window=5122026.04 | 0.259 | 0.287 | |
| LightTSLook-back window=5122026.04 | 0.261 | 0.312 | |
| StationaryLook-back window=5122026.04 | 0.288 | 0.314 | |
| AutoformerLook-back window=5122026.04 | 0.338 | 0.382 |