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ResearchFormerly WizWand

Time Series Forecasting on EPF FR

0.183MSEAura
0.069280.836891.60452.37211Mar 31, 2025May 26, 2025Jul 22, 2025Sep 16, 2025Nov 12, 2025Jan 7, 2026Mar 5, 2026
Updated 4mo ago

Evaluation results

MethodLinks
AuraInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.1830.227
TimeXerInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.1970.241
iTransformerInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.20.253
TimesNetInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.2310.296
DLinearInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.2370.273
TiDEInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.2520.287
CITRASFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.360.176
TimeXerFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.3660.191
TFTFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.3730.188
iTrans.Future Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.3840.207
FITSFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4030.255
TimesNetFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4060.221
CITRASFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4070.219
ModernTCNFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.410.231
TiDEFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.4110.253
PatchTSTFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4120.215
LeddamFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.4180.222
CARDFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4250.249
TSMixer-ExtFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.4260.216
Timer-XLFuture Covariates=Known, Input length=168, Forecasting length=24, Random seeds=32025.030.4290.199
DLinearFuture Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4290.26
Cross.Future Covariates=Unknown, Input length=168, Forecasting length=24, Random seeds=32025.030.4330.213
PatchTSTInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.4660.478
CrossLinearInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.5490.554
AutoformerInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.030.8190.657
TimerXLInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.031.1940.799
DUETInput length=168, Prediction length=24, Exogenous series configuration=future exogenous series2026.033.0261.394