Temperature
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time-series interval forecasting | Temperature | Coverage91 | 26 | |
| Regression | Temperature | R²0.942 | 15 | |
| Time-series forecasting | Temperature (test) | MAE0.4459 | 8 | |
| Regression | Temperature Min Large-scale (test) | Test R^20.89 | 7 | |
| Regression | Temperature Max Large-scale (test) | Test R²0.88 | 7 | |
| Conditional Density Estimation | Temperature 2D (test) | Negative Log-Likelihood (NLL)0.7 | 6 | |
| Time-series Forecasting | Temperature | MAE0.5346 | 6 | |
| Bayesian Optimization | Temperature d+1=3 | Average Regret0.68 | 6 | |
| Regression | Temperature Min (test) | Test R^20.8 | 5 | |
| Regression | Temperature Max (test) | Test R²0.75 | 5 | |
| Regression | Temperature (test) | Normalized Cumulative Loss75.77 | 5 | |
| 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 |
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