UT Austin
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Load Forecasting | UT Austin dataset (test) | RMSE0.79 | 50 | |
| Univariate Load Forecasting | UT Austin 48h horizon data-scarce scenario (test) | RMSE (MW)2.93 | 10 | |
| Univariate Load Forecasting | UT Austin 24h horizon data-scarce scenario (test) | RMSE (MW)2.48 | 10 | |
| Univariate Load Forecasting | UT Austin 12h horizon data-scarce scenario (test) | RMSE (MW)2.08 | 10 | |
| Univariate Load Forecasting | UT Austin 6h horizon data-scarce scenario (test) | RMSE (MW)1.59 | 10 | |
| Univariate Load Forecasting | UT Austin 1h horizon data-scarce scenario (test) | RMSE (MW)0.79 | 10 | |
| Univariate Load Forecasting | UT Austin 48h horizon (test) | RMSE (MW)2.93 | 10 | |
| Univariate Load Forecasting | UT Austin 24h horizon (test) | RMSE (MW)2.48 | 10 | |
| Univariate Load Forecasting | UT Austin 12h horizon (test) | RMSE (MW)2.08 | 10 | |
| Univariate Load Forecasting | UT Austin 6h horizon (test) | RMSE (MW)1.59 | 10 | |
| Univariate Load Forecasting | UT Austin 1h horizon (test) | RMSE (MW)0.79 | 10 | |
| Probabilistic Load Forecasting | UT Austin 48 h forecast horizon | QS (MW)0.85 | 9 | |
| Probabilistic Load Forecasting | UT Austin 24 h forecast horizon | QS (MW)0.71 | 9 | |
| Probabilistic Load Forecasting | UT Austin 12 h forecast horizon | Quantile Score (MW)0.6 | 9 | |
| Probabilistic Load Forecasting | UT Austin 6 h forecast horizon | QS0.44 | 9 | |
| Probabilistic Load Forecasting | UT Austin 1 h forecast horizon | QS (MW)0.23 | 9 | |
| Multivariate load forecasting | UT Austin 48h forecast horizon (test) | RMSE (MW)2.63 | 5 | |
| Multivariate load forecasting | UT Austin dataset 6h forecast horizon (test) | RMSE (MW)1.43 | 5 | |
| Multivariate load forecasting | UT Austin 1h forecast horizon (test) | RMSE (MW)0.71 | 5 |
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