Time Series Forecasting on ETTm2 (RRMSE, RMPE)
5.08RRMSEmNMF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| mNMF2021.02 | 5.08 | 7.41 | |
| RFR2021.02 | 5.81 | 7.16 | |
| mAMF2021.02 | 8.19 | 11.65 | |
| SARIMAX2021.02 | 13.16 | 12.95 | |
| EXP2021.02 | 13.18 | 12.88 | |
| LSTM2021.02 | 14.29 | 13.89 | |
| GRU2021.02 | 14.46 | 14.03 | |
| PatchMLP2021.02 | 53.89 | 53.38 | |
| BasisFormer2021.02 | 55.52 | 54.95 | |
| TimeMixer2021.02 | 57.21 | 61.53 | |
| Autoformer2021.02 | 59.79 | 66.2 | |
| iTransformer2021.02 | 64.78 | 68.69 |