Time Series Point Forecasting on Traffic TSLib (test)
0.355MSEFedTRL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedTRLLook-back window=512, Adaptation epochs=12026.04 | 0.355 | 0.256 | |
| iTransformerLook-back window=5122026.04 | 0.385 | 0.275 | |
| PatchTSTLook-back window=5122026.04 | 0.39 | 0.263 | |
| TimeMixerLook-back window=5122026.04 | 0.405 | 0.284 | |
| TimeXerLook-back window=5122026.04 | 0.419 | 0.302 | |
| DLinearLook-back window=5122026.04 | 0.433 | 0.295 | |
| TimesNetLook-back window=5122026.04 | 0.62 | 0.336 | |
| LightTSLook-back window=5122026.04 | 0.622 | 0.392 | |
| StationaryLook-back window=5122026.04 | 0.624 | 0.34 | |
| AutoformerLook-back window=5122026.04 | 0.628 | 0.379 |