Multivariate Time Series Forecasting on OiK_Weather
0.67MSEInformer-96
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Informer-96Input length=96, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.67 | 0.625 | 0.795 | 7.242 | 1.126 | 0.818 | 0.611 | 0.64 | |
| Minusformer-96Input length=96, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.689 | 0.618 | 0.773 | 4.647 | 1.082 | 0.888 | 0.609 | 0.628 | |
| DLinear-96Input length=96, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.701 | 0.637 | 0.805 | 4.662 | 1.185 | 0.943 | 0.633 | 0.641 | |
| iTransformer-96Input length=96, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.72 | 0.632 | 0.781 | 7.986 | 1.09 | 0.935 | 0.628 | 0.636 | |
| Autoformer-96Input length=96, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.853 | 0.712 | 0.883 | 9.726 | 1.201 | 0.992 | 0.719 | 0.704 |