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Weather Forecasting on WeatherBench South Pacific 12h horizon (test)
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3
RMSE (z=150, m/s^2)
PI-IAM4VP
-2.5804
35.0873
72.755
110.4227
Jun 16, 2026
RMSE (z=150, m/s^2)
RMSE (t=150, K)
RMSE (u=500, m/s)
RMSE (q=1000, kg/kg)
Average Scaled RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE (z=150, m/s^2)
RMSE (t=150, K)
RMSE (u=500, m/s)
RMSE (q=1000, kg/kg)
Average Scaled RMSE
PI-IAM4VP
horizon=12 h
2026.06
3
0.86
2.41
4.69
0.2
PI-PredFormer
horizon=12 h
2026.06
11
2
8
4
10
IAM4VP
horizon=12 h
2026.06
23
2
3
4.69
5
SimVP
horizon=12 h
2026.06
40
66
30
49
30
PredRNN
horizon=12 h
2026.06
67
33
35
18
25
WeatherGFT Single Block
horizon=12 h
2026.06
79
26
29
14
20
WeatherGFT
horizon=12 h
2026.06
97
7
8
4.69
10
PredFormer
horizon=12 h
2026.06
142.51
0.86
5
3
5
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