10-meter Maximum Wind Speed Prediction on Northwest Pacific 2024 (test)
10.95RMSE (24h)WRF
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| WRFBase Model=WRF2026.03 | 10.95 | 11.47 | 11.89 | 11.28 | 12.13 | |
| 3DTCR-Pre(ERA5)Base Model=ERA5, Training Strategy=Pre2026.03 | 12.42 | 12.82 | 13.01 | 13.28 | 13.71 | |
| 3DTCR-SFT(FuXi, w/MMD)Base Model=FuXi, Training Strategy=SFT, MMD Regularization=Yes2026.03 | 12.75 | 13.37 | 15.72 | 16.34 | 14.83 | |
| 3DTCR-SFT(FuXi, w/o MMD)Base Model=FuXi, Training Strategy=SFT, MMD Regularization=No2026.03 | 12.99 | 14.19 | 16.32 | 17.05 | 15.38 | |
| 3DTCR-Pre(FuXi)Base Model=FuXi, Training Strategy=Pre2026.03 | 13.43 | 14.99 | 16.64 | 16.44 | 17.33 | |
| 3DTCR-E2E(FuXi, w/ MMD)Base Model=FuXi, Training Strategy=E2E, MMD Regularization=Yes2026.03 | 13.55 | 15.06 | 16.67 | 16.56 | 15.32 | |
| ECMWF-HRESBase Model=ECMWF-HRES2026.03 | 13.96 | 14.9 | 15.63 | 16.68 | 19.12 | |
| ERA5Base Model=ERA52026.03 | 18.92 | 19.77 | 20.04 | 20.17 | 21.2 | |
| FuXiBase Model=FuXi2026.03 | 20.19 | 21.64 | 22.8 | 22.94 | 23.91 |