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Weather Forecasting on WeatherBench South Pacific 3h horizon
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43
z150 RMSE (m s^-2)
PredFormer
37.56
74.28
111
147.72
Jun 16, 2026
z150 RMSE (m s^-2)
t150 RMSE (K)
u500 RMSE (m/s)
q1000 RMSE (kg kg^-1)
Average Scaled RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
z150 RMSE (m s^-2)
t150 RMSE (K)
u500 RMSE (m/s)
q1000 RMSE (kg kg^-1)
Average Scaled RMSE
PredFormer
2026.06
43
21
43
46
42
PI-PredFormer
2026.06
63
25
45
48
42
IAM4VP
2026.06
66
5
3
3.02
8
PI-IAM4VP
2026.06
76.1
0.56
1.43
1
0.12
SimVP
2026.06
155
150
103
131
108
WeatherGFT Single Block
2026.06
168
52
66
44
50
WeatherGFT
2026.06
175
12
17
13
17
PredRNN
2026.06
179
64
78
44
58
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