Temperature at 850hPa (T850) Forecasting on ERA5 5.625° resolution
0.83RMSE (T850)PINN-Cast
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PINN-CastLead Time (hrs.)=62026.04 | 0.83 | 98 | |
| PINN-CastLead Time (hrs.)=122026.04 | 0.99 | 97 | |
| PINN-CastLead Time (hrs.)=182026.04 | 1.09 | 97 | |
| ClimODELead Time (hrs.)=62026.04 | 1.16 | 97 | |
| PINN-CastLead Time (hrs.)=242026.04 | 1.19 | 97 | |
| ClimODELead Time (hrs.)=122026.04 | 1.32 | 96 | |
| PINN-CastLead Time (hrs.)=362026.04 | 1.44 | 95 | |
| ClimODELead Time (hrs.)=182026.04 | 1.47 | 96 | |
| ClimODELead Time (hrs.)=242026.04 | 1.55 | 95 | |
| ClimaXLead Time (hrs.)=62026.04 | 1.64 | 94 | |
| ClimODELead Time (hrs.)=362026.04 | 1.75 | 94 | |
| ClimaXLead Time (hrs.)=122026.04 | 1.77 | 93 | |
| ClimaXLead Time (hrs.)=182026.04 | 1.93 | 92 | |
| ClimaXLead Time (hrs.)=242026.04 | 2.17 | 90 | |
| ClimaXLead Time (hrs.)=362026.04 | 2.49 | 86 |