Weather forecasting
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
4.71U10 Error (10m U-wind)
6
May 11, 2026
3.89U-Wind (10m) Error
6
May 11, 2026
2.13RMSE (u10)
6
May 11, 2026
0.48U10 Error (6h Lead)
6
May 11, 2026
139.94CRPS
6
Apr 23, 2026
96.48ACC
6
Apr 23, 2026
88.2ACC (2T)
6
Feb 26, 2026
96.8ACC (2T)
6
Feb 26, 2026
13.3MSE (2T)
6
Feb 26, 2026
9.08MSE (2T)
6
Feb 26, 2026
4.22MSE (2T)
6
Jun 16, 2026
0.96U10
6
May 11, 2026
0.58R2
6
Feb 26, 2026
0.54R2
6
Feb 26, 2026
1.51CRPS Improvement
5
Jun 30, 2026
0.057MAE
5
Jun 12, 2026
727z500 (Geopotential Height 500hPa)
5
Feb 26, 2026
273RMSE z500
5
Feb 26, 2026
1.698Temperature (T2)
4
Jul 7, 2026
88ACC (2T)
4
Jun 16, 2026
92.2ACC (2T)
4
Jun 16, 2026
96.6ACC (2T)
4
Jun 16, 2026
17Inference Time (ms)
4
May 28, 2026
2.308RMSE (Temp)
4
May 19, 2026
2.055RMSE (Temperature)
4
May 19, 2026