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ResearchFormerly WizWand

Macroscopic time series forecasting on Rossmann

9.61SMAPEMixSeq
8.898813.699418.523.3006Oct 27, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MixSeqForecasting Method=ConvTrans2021.109.61
MixSeqForecasting Method=DeepAR2021.109.75
MixARMAForecasting Method=ConvTrans2021.1010.22
MacroForecasting Method=DeepAR2021.1010.26
MixSeqForecasting Method=TCN2021.1010.27
MacroForecasting Method=ConvTrans2021.1010.28
MacroForecasting Method=TCN2021.1010.85
MixARMAForecasting Method=DeepAR2021.1011.43
DTCRForecasting Method=TCN2021.1013.53
MixARMAForecasting Method=TCN2021.1014.27
DTCRForecasting Method=DeepAR2021.1016.26
DTCRForecasting Method=ConvTrans2021.1017.31
DTCRForecasting Method=Prophet2021.1017.38
MixARMAForecasting Method=Prophet2021.1017.43
MixSeqForecasting Method=Prophet2021.1017.43
MacroForecasting Method=Prophet2021.1019.04
MixSeqForecasting Method=ARMA2021.1027.33
DTCRForecasting Method=ARMA2021.1027.35
MixARMAForecasting Method=ARMA2021.1027.36
MacroForecasting Method=ARMA2021.1027.39