Macroscopic time series forecasting on M5
0.0227SMAPEMixSeq
Evaluation Results
| Method | Links | |
|---|---|---|
| MixSeqForecasting Method=ConvTrans2021.10 | 0.0227 | |
| MixARMAForecasting Method=ConvTrans2021.10 | 0.0245 | |
| DTCRForecasting Method=ConvTrans2021.10 | 0.0253 | |
| MixSeqForecasting Method=Prophet2021.10 | 0.0267 | |
| MixARMAForecasting Method=Prophet2021.10 | 0.0269 | |
| MacroForecasting Method=Prophet2021.10 | 0.0271 | |
| DTCRForecasting Method=Prophet2021.10 | 0.0271 | |
| MacroForecasting Method=ConvTrans2021.10 | 0.0274 | |
| MacroForecasting Method=DeepAR2021.10 | 0.0278 | |
| MixSeqForecasting Method=DeepAR2021.10 | 0.0298 | |
| MixARMAForecasting Method=DeepAR2021.10 | 0.0319 | |
| MixSeqForecasting Method=TCN2021.10 | 0.0358 | |
| MixARMAForecasting Method=TCN2021.10 | 0.0395 | |
| DTCRForecasting Method=DeepAR2021.10 | 0.041 | |
| MacroForecasting Method=TCN2021.10 | 0.0412 | |
| DTCRForecasting Method=TCN2021.10 | 0.0447 | |
| MacroForecasting Method=ARMA2021.10 | 0.054 | |
| MixARMAForecasting Method=ARMA2021.10 | 0.0541 | |
| MixSeqForecasting Method=ARMA2021.10 | 0.0543 | |
| DTCRForecasting Method=ARMA2021.10 | 0.0544 |