solar
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-variate long-term time series forecasting | Solar | MSE0.173 | 70 | |
| Multivariate Time Series Forecasting | Solar | MAE0.032 | 52 | |
| Time Series Forecasting | Solar | MSE0.184 | 45 | |
| Long-term forecasting | Solar | MSE0.194 | 36 | |
| Time-series forecasting | Solar | R20.974 | 32 | |
| Multivariate Time-series Forecasting | Solar (test) | MAE0.03 | 29 | |
| Probabilistic Forecasting | solar | CRPS0.007 | 22 | |
| Deterministic forecasting | Solar TSFM-Bench | MSE0.168 | 21 | |
| 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 10 hour prediction horizon (test) | MAE0.047 | 13 | |
| Time-series Forecasting | Solar 9 hour prediction horizon (test) | MAE0.046 | 13 | |
| Time-series Forecasting | Solar 8 hour prediction horizon (test) | MAE0.045 | 13 | |
| Time-series Forecasting | Solar 7 hour prediction horizon (test) | MAE0.044 | 13 | |
| Time-series Forecasting | Solar 6 hour prediction horizon (test) | MAE0.043 | 13 | |
| Time-series Forecasting | Solar 5 hour prediction horizon (test) | MAE0.041 | 13 | |
| Time-series Forecasting | Solar 4 hour prediction horizon (test) | MAE0.04 | 13 | |
| Time-series Forecasting | Solar 3 hour prediction horizon (test) | MAE0.038 | 13 | |
| Time-series Forecasting | Solar 2 hour prediction horizon (test) | MAE3.4 | 13 | |
| Time-series Forecasting | Solar 1 hour prediction horizon (test) | MAE0.03 | 13 | |
| Time Series Forecasting | Solar | ProbMAE0.287 | 12 |
Showing 25 of 56 rows