solar
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-variate long-term time series forecasting | Solar | MSE0.173 | 88 | |
| Multivariate Time Series Forecasting | Solar | MAE0.032 | 52 | |
| Time Series Forecasting | Solar | MSE0.184 | 51 | |
| Long-term forecasting | Solar | MSE0.192 | 45 | |
| Time Series Forecasting | Solar | Delta-Cov2.88 | 42 | |
| Time-series forecasting | Solar | R20.974 | 32 | |
| Multivariate Time-series Forecasting | Solar (test) | MAE0.03 | 29 | |
| Forecasting | Solar | MAE0.147 | 28 | |
| Long-term forecasting | Solar (test) | MSE0.192 | 22 | |
| Probabilistic Forecasting | solar | CRPS0.007 | 22 | |
| Time Series Uncertainty Quantification | Solar (test) | Delta Coverage-3.51 | 21 | |
| Deterministic forecasting | Solar TSFM-Bench | MSE0.168 | 21 | |
| Multivariate Conformal Prediction | Solar dy=4 (test) | Coverage100 | 20 | |
| Multivariate Conformal Prediction | Solar dy=2 (test) | Coverage100 | 20 | |
| Long-term Time Series Forecasting | Solar | RPD (%)-76.8 | 20 | |
| Time-series forecasting | Solar | R2 (6h)0.964 | 19 | |
| Time Series Conformal Prediction | Solar 3Y (test) | Delta Covariance-0.031 | 19 | |
| Time series forecasting | solar (test) | CRPS0.358 | 19 | |
| Prediction Interval Estimation | Solar 1Y | Delta Cov-0.185 | 15 | |
| Prediction Interval Estimation | Solar 3Y | Delta Cov-0.331 | 15 | |
| Time Series Forecasting | Solar (W) | RMSE (Solar W)1,038.434 | 13 | |
| Time Series Forecasting | Solar (D) | RMSE319.64 | 13 | |
| Time Series Forecasting | Solar (H) | RMSE24.513 | 13 | |
| Time Series Forecasting | Solar Weekly | MAE788.671 | 13 | |
| Time Series Forecasting | Solar Daily | MAE231.535 | 13 |
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