Macroscopic time series forecasting on Wiki
0.0362SMAPEMacro
Evaluation Results
| Method | Links | |
|---|---|---|
| MacroForecasting Method=ARMA2021.10 | 0.0362 | |
| MixSeqForecasting Method=ARMA2021.10 | 0.0362 | |
| DTCRForecasting Method=ARMA2021.10 | 0.0363 | |
| MixARMAForecasting Method=ARMA2021.10 | 0.0364 | |
| MacroForecasting Method=Prophet2021.10 | 0.0413 | |
| MixSeqForecasting Method=Prophet2021.10 | 0.042 | |
| DTCRForecasting Method=Prophet2021.10 | 0.0423 | |
| MixARMAForecasting Method=Prophet2021.10 | 0.0434 | |
| MixSeqForecasting Method=ConvTrans2021.10 | 0.044 | |
| MixSeqForecasting Method=TCN2021.10 | 0.0446 | |
| MixARMAForecasting Method=ConvTrans2021.10 | 0.0466 | |
| MixSeqForecasting Method=DeepAR2021.10 | 0.047 | |
| MacroForecasting Method=ConvTrans2021.10 | 0.0471 | |
| MacroForecasting Method=DeepAR2021.10 | 0.0481 | |
| MixARMAForecasting Method=DeepAR2021.10 | 0.0489 | |
| MixARMAForecasting Method=TCN2021.10 | 0.0491 | |
| MacroForecasting Method=TCN2021.10 | 0.0494 | |
| DTCRForecasting Method=ConvTrans2021.10 | 0.0497 | |
| DTCRForecasting Method=DeepAR2021.10 | 0.0552 | |
| DTCRForecasting Method=TCN2021.10 | 0.0654 |