| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time-series interval forecasting | Temperature | Coverage91 | 24 | |
| Regression | Temperature | R²0.942 | 15 | |
| Time-series forecasting | Temperature (test) | MAE0.4459 | 8 | |
| Time-series Forecasting | Temperature | MAE0.5346 | 6 | |
| Bayesian Optimization | Temperature d+1=3 | Average Regret0.68 | 6 | |
| Autoregressive Prediction | Temperature Forecasting | Average Test Log-Likelihood-1.688 | 5 | |
| Autoregressive Prediction | Temperature Interpolation | Average Test Log-Likelihood-1.654 | 5 | |
| Regression | Temperature Forecast (test) | Avg Test Log-Likelihood-1.881 | 5 | |
| Regression | Temperature Interp (test) | Avg Test Log-Likelihood-1.685 | 5 | |
| Conformal Prediction | Temperature | Empirical Coverage92 | 4 |