| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Short-term forecasting with exogenous variables | EPF | NP MSE0.225 | 12 | |
| Short-term forecasting | EPF DE | MSE0.44 | 9 | |
| Short-term forecasting | EPF FR | MSE0.381 | 9 | |
| Short-term forecasting | EPF BE | MSE0.361 | 9 | |
| Short-term forecasting | EPF PJM | MSE0.084 | 9 | |
| Short-term forecasting | EPF NP | MSE0.238 | 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 French (test) | MSE0.36 | 8 | |
| Deterministic Time Series Forecasting | EPF Belgian (test) | MSE0.376 | 8 | |
| Deterministic Time Series Forecasting | EPF PJM Interconnection (test) | MSE0.082 | 8 | |
| Deterministic Time Series Forecasting | EPF Nord Pool (test) | MSE0.271 | 8 | |
| 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 |