Weather
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Long-term Time Series Forecasting | Weather | MSE0.045 | 527 | |
| Time Series Forecasting | Weather | MSE0.001 | 497 | |
| Multivariate Time Series Forecasting | Weather | MSE0.087 | 466 | |
| Multivariate long-term series forecasting | Weather | MSE0.142 | 434 | |
| Time Series Forecasting | Weather (test) | MSE0.026 | 355 | |
| Multivariate long-term series forecasting | Weather (test) | MSE0.141 | 328 | |
| Long-term time-series forecasting | Weather (test) | MSE0.143 | 240 | |
| Time Series Imputation | Weather | MAE0.014 | 177 | |
| Multivariate Time Series Forecasting | Weather (test) | MSE0.126 | 145 | |
| Time Series Forecasting | Weather | MSE0.009 | 138 | |
| Multivariate Forecasting | Weather | MSE0.0706 | 116 | |
| Long-term forecasting | weather | MSE0.147 | 88 | |
| Time-series forecasting | Weather | MAE0.167 | 81 | |
| Time Series Forecasting | Weather | MSE0.155 | 77 | |
| Multivariate Long-term Time Series Forecasting | Weather | MSE0.143 | 74 | |
| Long-term forecasting | Weather | MSE0.14 | 65 | |
| Long-term forecasting | Weather | MAE0.167 | 58 | |
| Forecasting | Weather | MAE0.173 | 54 | |
| Long-term Forecasting | Weather | RMSE0.433 | 48 | |
| Weather forecasting | Weather Rainfall in Australian cities | CI Coverage Error-0.19 | 48 | |
| Time Series Imputation | Weather (test) | MSE0.0002 | 47 | |
| Forecasting | Weather | MAE0.201 | 45 | |
| Time Series Forecasting | Weather | MAE0.0244 | 44 | |
| Time Series Imputation | Weather | MSE Improvement (%)27.78 | 40 | |
| Multivariate Time-series Forecasting | Weather | MSE0.158 | 40 |
Showing 25 of 222 rows
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