Time Series Point Forecasting on Electricity TSLib (test)
0.143MSEFedTRL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedTRLLook-back window=512, Adaptation epochs=12026.04 | 0.143 | 0.247 | |
| iTransformerLook-back window=5122026.04 | 0.161 | 0.256 | |
| PatchTSTLook-back window=5122026.04 | 0.161 | 0.252 | |
| TimeXerLook-back window=5122026.04 | 0.171 | 0.273 | |
| TimeMixerLook-back window=5122026.04 | 0.175 | 0.272 | |
| DLinearLook-back window=5122026.04 | 0.188 | 0.295 | |
| TimesNetLook-back window=5122026.04 | 0.192 | 0.295 | |
| StationaryLook-back window=5122026.04 | 0.193 | 0.296 | |
| AutoformerLook-back window=5122026.04 | 0.227 | 0.338 | |
| LightTSLook-back window=5122026.04 | 0.229 | 0.329 |