Weather Forecasting on WeatherBench 1 Day Forecast
4.22MSE (2T)SHNet
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SHNetOperator=GSNO2025.12 | 4.22 | 124 | 173 | 106 | 168 | 8.75 | 97.5 | — | — | — | — | — | — | — | |
| ClimaxOperator=-2025.12 | 4.23 | 80.9 | 113 | 67.9 | 118 | 6.68 | 66.8 | — | — | — | — | — | — | — | |
| FourCastNetOperator=-2025.12 | 4.36 | 94.2 | 132 | 78.9 | 137 | 7.98 | 75.7 | — | — | — | — | — | — | — | |
| SHNetOperator=SFNO2025.12 | 4.76 | 156 | 208 | 122 | 204 | 9.89 | 117 | — | — | — | — | — | — | — | |
| SFNONetOperator=GSNO2025.12 | 4.82 | 162 | 221 | 127 | 215 | 9.97 | 123 | — | — | — | — | — | — | — | |
| SFNONetOperator=SFNO2025.12 | 5.18 | 175 | 242 | 134 | 234 | 10.8 | 134 | — | — | — | — | — | — | — | |
| ClimaXGrid-invariant=false, Params=7.0 M2026.06 | — | — | — | — | — | — | — | 96.4 | 93 | 92.6 | 93.9 | 92.5 | 96.8 | 94.2 | |
| FaNOGrid-invariant=true, Params=1.6 M2026.06 | — | — | — | — | — | — | — | 97.2 | 91.9 | 91.7 | 92.8 | 91.9 | 97 | 93.7 | |
| FourCastNetGrid-invariant=false, Params=5.9 M2026.06 | — | — | — | — | — | — | — | 95.9 | 91.8 | 91.6 | 93.1 | 91.9 | 96.2 | 93.4 | |
| SFNOGrid-invariant=true, Params=5.4 M2026.06 | — | — | — | — | — | — | — | 95.3 | 89.4 | 88.5 | 90.8 | 89.2 | 95 | 91.4 |