| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Midea dataset | Chronos | RMSE (kW)412.76 | 100 | 1mo ago | |
| GEFCom | Multi-APLF | MAPE0.034 | 67 | 4mo ago | |
| PJM | Multi-APLF | MAPE4.08 | 54 | 5mo ago | |
| NewEngland | Multi-APLF | MAPE (%)5.2 | 54 | 5mo ago | |
| Second Competition Dataset (test) | Chronos | RMSE131.74 | 50 | 1mo ago | |
| UT Austin dataset (test) | Chronos | RMSE0.79 | 50 | 1mo ago | |
| First Competition Dataset | Chronos | RMSE (MW)116.99 | 50 | 1mo ago | |
| Australia | Multi-APLF | MAPE3.04 | 36 | 5mo ago | |
| Pecan Street (val) | Shuffle-DP | RMSE0.377 | 18 | 1mo ago | |
| London Household Electricity (val) | Shuffle-DP | RMSE0.418 | 18 | 1mo ago | |
| RTE-FR French electricity load (Overall) | MLpol on Base+EWLS | RMSE (MW)655.8 | 10 | 2mo ago | |
| RTE-FR Load (Post-lockdown) | MLpol on Base+EWLS | RMSE (MW)579.3 | 10 | 2mo ago | |
| RTE-FR Load (Lockdown) | MLpol on EWLS only | RMSE (MW)1,073.6 | 10 | 2mo ago | |
| RTE-FR Load (Pre-lockdown) | MLpol on Base+EWLS | RMSE (MW)623.1 | 10 | 2mo ago | |
| ERCOT | LoadKAN | MAPE2.91 | 9 | 1mo ago | |
| CAISO | TCN | MAPE1.81 | 9 | 1mo ago | |
| NYISO | Informer | MAPE3.17 | 9 | 1mo ago | |
| MISO (test) | WI-TFT | NMAE (s-sum)1.1 | 9 | 1mo ago |
