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30-day global weather forecasting on WeatherBench-2 ERA5 (test 2018 2021)
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8.4
UW 500hPa RMSE
LaDCast
8.394
8.4345
8.475
8.5155
Mar 25, 2026
UW 500hPa RMSE
T 500hPa RMSE
G 500hPa RMSE
SH 500hPa RMSE (Base Unit)
SLP RMSE
10m UW RMSE
10m VW RMSE
T2M RMSE
Updated 23d ago
Evaluation Results
Method
Method
Links
UW 500hPa RMSE
T 500hPa RMSE
G 500hPa RMSE
SH 500hPa RMSE (Base Unit)
SLP RMSE
10m UW RMSE
10m VW RMSE
T2M RMSE
LaDCast
Number of parameters=1.6B
2026.03
8.4
3.17
815.53
825
713.08
3.87
3.97
2.66
Marchuk
Number of parameters=276M
2026.03
8.4
3.16
809.15
836
715.79
3.86
3.99
2.64
LaDCast
Number of parameters=375M
2026.03
8.47
3.26
840.58
883
727.4
3.93
4.01
2.8
Climatology
2026.03
8.55
3.18
810.57
857
711.21
3.96
4.02
2.66
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