| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| 8 target wind farms aggregated (test) | climate-aware transfer learning method | MAE (%)2.9 | 50 | 5mo ago | |
| UK_Penmanshiel | UniWind | MAE3.51 | 16 | 23d ago | |
| AH_A | UniWind | MAE12.66 | 16 | 23d ago | |
| SX A | UniWind | MAE10.2 | 16 | 23d ago | |
| Wind SCADA | FreeGNN | MAE0.382 | 13 | 4mo ago | |
| Xinjiang 200 MW | ECTO | MSE0.273 | 10 | 2mo ago | |
| WF4 66 MW | ECTO | MSE0.131 | 10 | 2mo ago | |
| WF1 99 MW | ECTO | MSE0.366 | 10 | 2mo ago | |
| MISO (test) | WI-TFT | NMAE (s-sum)7.9 | 9 | 1mo ago | |
| WTK 10-site 2013 (test) | Tyan-WP | MAE1.692 | 9 | 1mo ago | |
| Xinjiang H=32 Seed 2025 | ECTO | MSE0.476 | 7 | 2mo ago | |
| Xinjiang H=16 Seed 2025 | ECTO | MSE0.273 | 7 | 2mo ago | |
| WF1 H=32 Seed 2025 | ECTO | MSE0.568 | 7 | 2mo ago | |
| WF1 H=16 Seed 2025 | ECTO | MSE0.366 | 7 | 2mo ago | |
| SD_A | WindFM | Parameters (M)1.6 | 4 | 23d ago |
