Weather Forecasting (U500) on WeatherBench
5.45RMSEARROW
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ARROWLead Time=5-day2025.10 | 5.45 | 78 | |
| IFSLead Time=5-day2025.10 | 5.49 | 78 | |
| StormerLead Time=5-day2025.10 | 5.81 | 76 | |
| GraphCastLead Time=5-day2025.10 | 5.97 | 72 | |
| Pangu-weatherLead Time=5-day2025.10 | 6.56 | 67 | |
| ARROWLead Time=7-day2025.10 | 7.04 | 63 | |
| IFSLead Time=7-day2025.10 | 7.38 | 61 | |
| FourcastNetLead Time=5-day2025.10 | 7.51 | 57 | |
| GraphCastLead Time=7-day2025.10 | 7.56 | 53 | |
| StormerLead Time=7-day2025.10 | 7.57 | 58 | |
| Pangu-weatherLead Time=7-day2025.10 | 8.13 | 49 | |
| ARROWLead Time=9-day2025.10 | 8.24 | 46 | |
| KeislerLead Time=5-day2025.10 | 8.39 | 49 | |
| ClimatologyLead Time=All2025.10 | 8.53 | — | |
| GraphCastLead Time=9-day2025.10 | 8.71 | 37 | |
| StormerLead Time=9-day2025.10 | 8.84 | 42 | |
| IFSLead Time=9-day2025.10 | 8.88 | 43 | |
| FourcastNetLead Time=7-day2025.10 | 8.94 | 39 | |
| ARROWLead Time=14-day2025.10 | 9.55 | 20 | |
| Pangu-weatherLead Time=9-day2025.10 | 9.66 | 28 | |
| KeislerLead Time=7-day2025.10 | 9.87 | 31 | |
| GraphCastLead Time=14-day2025.10 | 10.08 | 13 | |
| FourcastNetLead Time=9-day2025.10 | 10.23 | 21 | |
| StormerLead Time=14-day2025.10 | 10.53 | 14 | |
| Pangu-weatherLead Time=14-day2025.10 | 10.67 | 13 | |
| KeislerLead Time=9-day2025.10 | 10.97 | 19 | |
| FourcastNetLead Time=14-day2025.10 | 10.97 | 10 | |
| KeislerLead Time=14-day2025.10 | 13.14 | 4 |