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Weather Forecasting on WeatherBench South Pacific 6h horizon (test)
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21
z150 RMSE (m/s^2)
PredFormer
16.2
48.6
81
113.4
Jun 16, 2026
z150 RMSE (m/s^2)
t150 RMSE (K)
u500 RMSE (m/s)
q1000 RMSE (kg/kg)
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)
Average Scaled RMSE
PredFormer
horizon=6 h
2026.06
21
11
21
20
20
PI-PredFormer
horizon=6 h
2026.06
38
15
23
21
27
IAM4VP
horizon=6 h
2026.06
42
5
3
0
7
PI-IAM4VP
horizon=6 h
2026.06
97.17
0.66
1.8
3.79
0.15
SimVP
horizon=6 h
2026.06
101
114
64
84
67
PredRNN
horizon=6 h
2026.06
125
52
55
31
47
WeatherGFT Single Block
horizon=6 h
2026.06
135
41
47
26
40
WeatherGFT
horizon=6 h
2026.06
141
11
12
2
13
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