EPF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Short-term forecasting | EPF BE | MSE0.346 | 33 | |
| Short-term forecasting | EPF PJM | MSE0.084 | 33 | |
| Time Series Forecasting | EPF DE | MSE0.069 | 27 | |
| Time Series Forecasting | EPF FR | MSE0.183 | 27 | |
| Short-term forecasting | EPF DE | MSE0.44 | 22 | |
| Short-term forecasting | EPF FR | MSE0.381 | 22 | |
| Short-term forecasting | EPF NP | MSE0.238 | 22 | |
| Time Series Forecasting | EPF | TailAUC16.11 | 21 | |
| Forecasting | EPF | MAE0.44 | 20 | |
| Time Series Forecasting | EPF (test) | MAPE1.25 | 18 | |
| Short-term forecasting with exogenous variables | EPF | NP MSE0.225 | 12 | |
| Time Series Forecasting | EPF | MSE0.168 | 10 | |
| Deterministic Time Series Forecasting | EPF French (test) | MSE0.36 | 10 | |
| Deterministic Time Series Forecasting | EPF Belgian (test) | MSE0.376 | 10 | |
| Deterministic Time Series Forecasting | EPF Nord Pool (test) | MSE0.227 | 10 | |
| Time Series Forecasting | EPF Average | MSE0.168 | 9 | |
| Deterministic Time Series Forecasting | EPF Average All Subsets (test) | MSE0.274 | 8 | |
| Deterministic Time Series Forecasting | EPF German (test) | MSE0.279 | 8 | |
| Deterministic Time Series Forecasting | EPF PJM Interconnection (test) | MSE0.082 | 8 | |
| Time Series Forecasting | EPF-DE Germany (test) | MSE0.42 | 2 | |
| Time Series Forecasting | EPF-PJM (test) | MSE0.09 | 2 | |
| Short-term forecasting | EPF (DE) (test) | MSE- | 0 | |
| Short-term forecasting | EPF FR (test) | MSE- | 0 | |
| Short-term forecasting | EPF (PJM) (test) | MSE- | 0 | |
| Short-term forecasting | EPF NP (test) | MSE- | 0 |
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