Electricity
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Forecasting | Electricity | MSE0.105 | 237 | |
| Multivariate long-term forecasting | Electricity | MSE0.128 | 236 | |
| Multivariate long-term series forecasting | Electricity (test) | MSE0.121 | 170 | |
| Long-term forecasting | Electricity | MSE0.127 | 167 | |
| Time Series Forecasting | Electricity | MSE0.046 | 161 | |
| Multivariate Time Series Forecasting | Electricity | MSE0.129 | 150 | |
| Time series forecasting | electricity (test) | MSE0.112 | 130 | |
| Multivariate Forecasting | Electricity | MSE0.0883 | 118 | |
| Long-term Time Series Forecasting | Electricity | MSE0.133 | 114 | |
| Multivariate Time Series Forecasting | Electricity | MAE0.242 | 105 | |
| Long-term forecasting | Electricity (test) | MSE0.137 | 85 | |
| Long-term Time-series Forecasting | Electricity | MSE0.138 | 75 | |
| Long-term Time Series Forecasting | Electricity (test) | MSE0.131 | 73 | |
| Forecasting | Electricity (test) | MAE0.1754 | 64 | |
| Classification | Electricity (test) | Accuracy77.77 | 55 | |
| Multivariate Time Series Forecasting | Electricity (test) | MSE0.128 | 54 | |
| Time-series forecasting | Electricity | MAE0.24 | 49 | |
| Multivariate Time Series Forecasting | Electricity | MSE0.124 | 48 | |
| Probabilistic Forecasting | electricity | CRPS0.026 | 48 | |
| Multivariate long-term time series forecasting | Electricity Multivariate (test) | MSE0.129 | 44 | |
| Multivariate Time-series Forecasting | Electricity | MSE0.147 | 40 | |
| Time Series Forecasting | Electricity | MSE0.129 | 40 | |
| Imputation | Electricity | MSE0.043 | 37 | |
| Classification | Electricity (EL) (test) | Macro F1-score91.7 | 36 | |
| Multivariate long-term time series forecasting | Electricity | MSE0.129 | 36 |
Showing 25 of 195 rows
...