Time Series Forecasting on EPF-BE
0.343MSETSMixer-Ext
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TSMixer-ExtFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.343 | 0.249 | |
| iTrans.Future Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.345 | 0.247 | |
| CITRASFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.363 | 0.248 | |
| TimeXerFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.368 | 0.232 | |
| LeddamFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.372 | 0.255 | |
| TFTFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.386 | 0.245 | |
| ModernTCNFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.393 | 0.267 | |
| CITRASFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.405 | 0.276 | |
| PatchTSTFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.408 | 0.26 | |
| Cross.Future Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.414 | 0.283 | |
| TimesNetFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.416 | 0.28 | |
| Timer-XLFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.422 | 0.274 | |
| CARDFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.425 | 0.287 | |
| TiDEFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.449 | 0.302 | |
| FITSFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.46 | 0.308 | |
| DLinearFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.03 | 0.463 | 0.314 |