Weather Forecasting (U1000) on WeatherBench
3.14RMSEARROW
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ARROWLead Time=5-day2025.10 | 3.14 | 74 | |
| IFSLead Time=5-day2025.10 | 3.19 | 81 | |
| StormerLead Time=5-day2025.10 | 3.33 | 71 | |
| GraphCastLead Time=5-day2025.10 | 3.35 | 66 | |
| Pangu-weatherLead Time=5-day2025.10 | 3.84 | 58 | |
| ARROWLead Time=7-day2025.10 | 4 | 55 | |
| IFSLead Time=7-day2025.10 | 4.2 | 66 | |
| GraphCastLead Time=7-day2025.10 | 4.2 | 45 | |
| StormerLead Time=7-day2025.10 | 4.27 | 51 | |
| FourcastNetLead Time=5-day2025.10 | 4.36 | 48 | |
| ClimatologyLead Time=All2025.10 | 4.44 | — | |
| ARROWLead Time=9-day2025.10 | 4.56 | 38 | |
| Pangu-weatherLead Time=7-day2025.10 | 4.64 | 39 | |
| GraphCastLead Time=9-day2025.10 | 4.77 | 29 | |
| StormerLead Time=9-day2025.10 | 4.89 | 33 | |
| IFSLead Time=9-day2025.10 | 4.95 | 54 | |
| KeislerLead Time=5-day2025.10 | 5.01 | 37 | |
| FourcastNetLead Time=7-day2025.10 | 5.04 | 30 | |
| ARROWLead Time=14-day2025.10 | 5.08 | 16 | |
| Pangu-weatherLead Time=9-day2025.10 | 5.3 | 21 | |
| GraphCastLead Time=14-day2025.10 | 5.35 | 9 | |
| StormerLead Time=14-day2025.10 | 5.57 | 10 | |
| FourcastNetLead Time=9-day2025.10 | 5.58 | 15 | |
| Pangu-weatherLead Time=14-day2025.10 | 5.71 | 9 | |
| KeislerLead Time=7-day2025.10 | 5.83 | 21 | |
| FourcastNetLead Time=14-day2025.10 | 5.89 | 7 | |
| KeislerLead Time=9-day2025.10 | 6.44 | 12 | |
| KeislerLead Time=14-day2025.10 | 7.75 | 3 |