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ResearchFormerly WizWand

Time Series Forecasting on EPF-BE

0.343MSETSMixer-Ext
0.33820.37060.4030.4354Mar 31, 2025
Updated 4mo ago

Evaluation results

MethodLinks
TSMixer-ExtFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.3430.249
iTrans.Future Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.3450.247
CITRASFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.3630.248
TimeXerFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.3680.232
LeddamFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.3720.255
TFTFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.3860.245
ModernTCNFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.3930.267
CITRASFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4050.276
PatchTSTFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4080.26
Cross.Future Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4140.283
TimesNetFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4160.28
Timer-XLFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.4220.274
CARDFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4250.287
TiDEFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.4490.302
FITSFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.460.308
DLinearFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4630.314