Time Series Forecasting on ETTh2 (RRMSE, RMPE)
4.87RRMSEmNMF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| mNMF2021.02 | 4.87 | 6.66 | |
| RFR2021.02 | 6.47 | 7.6 | |
| mAMF2021.02 | 9.42 | 13.07 | |
| SARIMAX2021.02 | 12.76 | 13.03 | |
| EXP2021.02 | 14.06 | 13.67 | |
| LSTM2021.02 | 14.17 | 13.75 | |
| GRU2021.02 | 14.44 | 14.36 | |
| PatchMLP2021.02 | 53.59 | 53.68 | |
| BasisFormer2021.02 | 54.66 | 53.66 | |
| TimeMixer2021.02 | 56.72 | 60.34 | |
| iTransformer2021.02 | 65.1 | 69.41 | |
| Autoformer2021.02 | 66.85 | 73.31 |