10-meter V-component of Wind (v10) Forecasting on ERA5 5.625° resolution
0.95RMSEPINN-Cast
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PINN-CastLead Time (hrs.)=62026.04 | 0.95 | 97 | |
| PINN-CastLead Time (hrs.)=122026.04 | 1.15 | 96 | |
| PINN-CastLead Time (hrs.)=182026.04 | 1.32 | 94 | |
| PINN-CastLead Time (hrs.)=242026.04 | 1.5 | 93 | |
| ClimODELead Time (hrs.)=62026.04 | 1.53 | 92 | |
| ClimaXLead Time (hrs.)=62026.04 | 1.6 | 92 | |
| ClimODELead Time (hrs.)=122026.04 | 1.81 | 89 | |
| PINN-CastLead Time (hrs.)=362026.04 | 1.92 | 88 | |
| ClimODELead Time (hrs.)=182026.04 | 1.95 | 88 | |
| ClimaXLead Time (hrs.)=122026.04 | 1.97 | 88 | |
| ClimODELead Time (hrs.)=242026.04 | 2.02 | 86 | |
| ClimaXLead Time (hrs.)=182026.04 | 2.26 | 83 | |
| ClimODELead Time (hrs.)=362026.04 | 2.29 | 83 | |
| ClimaXLead Time (hrs.)=242026.04 | 2.48 | 80 | |
| ClimaXLead Time (hrs.)=362026.04 | 2.94 | 70 |