Solar-Energy
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Long-term Time Series Forecasting | Solar-Energy | MSE0.173 | 126 | |
| Multivariate long-term time series forecasting | Solar-Energy | MSE0.167 | 83 | |
| Multivariate Time Series Forecasting | Solar Energy | RSE0.1778 | 64 | |
| Multivariate Time Series Forecasting | Solar-Energy (test) | RSE0.1775 | 56 | |
| Time Series Forecasting | Solar-Energy | MSE0.176 | 52 | |
| Multivariate long-term series forecasting | Solar-Energy (test) | MSE0.228 | 22 | |
| Probabilistic Time Series Forecasting | Solar Energy Raw CW (test) | CRPS0.234 | 12 | |
| Time Series Forecasting | Solar-Energy | Params0.02 | 12 | |
| Multivariate time series forecasting | Solar-Energy (7:1:2) | MSE0.198 | 10 | |
| Long-term Time Series Forecasting | Solar-Energy (test) | MSE0.228 | 8 | |
| Time Series Forecasting | Solar-Energy GluonTS (test) | MAE0.0832 | 8 | |
| Time Series Forecasting | Solar-Energy (test) | MSE0.0769 | 8 | |
| Single-step CTS forecasting | Solar-Energy (test) | RRSE (H=3)0.1714 | 7 | |
| Time-series forecasting | Solar-Energy (test) | Training Time (ms/iteration)13.1 | 5 | |
| Multivariate Time Series Forecasting | Solar-Energy standard (test) | MSE0.226 | 4 | |
| Time Series Forecasting | Solar-Energy standard (test) | MSE0.233 | 3 | |
| Long-term Forecasting | Solar-Energy v1 (test) | MSE0.226 | 2 |
Showing 17 of 17 rows