Time Series Forecasting on BS
0.282MSECITRAS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CITRASFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.282 | 0.314 | |
| Timer-XLFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.286 | 0.317 | |
| CITRASFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.289 | 0.321 | |
| Cross.Future Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.339 | 0.361 | |
| TimeXerFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.34 | 0.356 | |
| TSMixer-ExtFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.344 | 0.358 | |
| PatchTSTFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.349 | 0.377 | |
| iTrans.Future Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.35 | 0.355 | |
| TFTFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.375 | 0.377 | |
| ModernTCNFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.377 | 0.401 | |
| LeddamFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.383 | 0.388 | |
| TimesNetFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.394 | 0.382 | |
| CARDFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.414 | 0.416 | |
| DLinearFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.469 | 0.429 | |
| FITSFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.484 | 0.439 | |
| TiDEFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.49 | 0.447 |