Time Series Point Forecasting on ETTm1 TSLib (test)
0.316MSEFedTRL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedTRLLook-back window=512, Forecasting horizons={96, 192, 336, 720}, Adaptation epochs=12026.04 | 0.316 | 0.369 | |
| PatchTSTLook-back window=5122026.04 | 0.351 | 0.38 | |
| DLinearLook-back window=5122026.04 | 0.357 | 0.378 | |
| iTransformerLook-back window=5122026.04 | 0.368 | 0.396 | |
| TimeMixerLook-back window=5122026.04 | 0.381 | 0.395 | |
| TimeXerLook-back window=5122026.04 | 0.381 | 0.402 | |
| TimesNetLook-back window=5122026.04 | 0.4 | 0.406 | |
| LightTSLook-back window=5122026.04 | 0.435 | 0.437 | |
| StationaryLook-back window=5122026.04 | 0.481 | 0.456 | |
| AutoformerLook-back window=5122026.04 | 0.588 | 0.517 |