Univariate Time Series Forecasting on M4 Hourly
0.223MSEMinusformer-96
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Minusformer-96Input length=96, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.223 | 0.287 | 0.23 | 0.0159 | 0.0051 | 0.276 | 0.262 | 0.311 | |
| iTransformer-96Input length=96, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.31 | 0.39 | 0.376 | 0.0219 | 0.0066 | 0.366 | 0.369 | 0.41 | |
| N-Beats-96Input length=96, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.337 | 0.423 | 0.392 | 0.0256 | 0.007 | 0.39 | 0.353 | 0.493 | |
| N-Hits-96Input length=96, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.346 | 0.418 | 0.402 | 0.0249 | 0.0069 | 0.396 | 0.395 | 0.442 | |
| Autoformer-96Input length=96, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.635 | 0.611 | 0.614 | 0.0398 | 0.0088 | 0.518 | 0.481 | 0.741 |