Macroscopic time series forecasting on Rossmann
9.61SMAPEMixSeq
Evaluation Results
| Method | Links | |
|---|---|---|
| MixSeqForecasting Method=ConvTrans2021.10 | 9.61 | |
| MixSeqForecasting Method=DeepAR2021.10 | 9.75 | |
| MixARMAForecasting Method=ConvTrans2021.10 | 10.22 | |
| MacroForecasting Method=DeepAR2021.10 | 10.26 | |
| MixSeqForecasting Method=TCN2021.10 | 10.27 | |
| MacroForecasting Method=ConvTrans2021.10 | 10.28 | |
| MacroForecasting Method=TCN2021.10 | 10.85 | |
| MixARMAForecasting Method=DeepAR2021.10 | 11.43 | |
| DTCRForecasting Method=TCN2021.10 | 13.53 | |
| MixARMAForecasting Method=TCN2021.10 | 14.27 | |
| DTCRForecasting Method=DeepAR2021.10 | 16.26 | |
| DTCRForecasting Method=ConvTrans2021.10 | 17.31 | |
| DTCRForecasting Method=Prophet2021.10 | 17.38 | |
| MixARMAForecasting Method=Prophet2021.10 | 17.43 | |
| MixSeqForecasting Method=Prophet2021.10 | 17.43 | |
| MacroForecasting Method=Prophet2021.10 | 19.04 | |
| MixSeqForecasting Method=ARMA2021.10 | 27.33 | |
| DTCRForecasting Method=ARMA2021.10 | 27.35 | |
| MixARMAForecasting Method=ARMA2021.10 | 27.36 | |
| MacroForecasting Method=ARMA2021.10 | 27.39 |