Time Series Forecasting on ETTm1 (RRMSE, RMPE)
9.94RRMSEmNMF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| mNMF2021.02 | 9.94 | 12.25 | |
| mAMF2021.02 | 10.12 | 15.22 | |
| EXP2021.02 | 11.45 | 14.2 | |
| SARIMAX2021.02 | 12.29 | 16.45 | |
| RFR2021.02 | 12.81 | 17.42 | |
| LSTM2021.02 | 13.39 | 17.96 | |
| BasisFormer2021.02 | 13.58 | 12.31 | |
| GRU2021.02 | 14.13 | 18.63 | |
| PatchMLP2021.02 | 21.28 | 26.48 | |
| iTransformer2021.02 | 36.77 | 28.11 | |
| TimeMixer2021.02 | 36.94 | 23.7 | |
| Autoformer2021.02 | 49.72 | 34.94 |