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Data Assimilation on ERA5 MS-8 (test)
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1.43
RMSE
CADA
1.3136
2.0993
2.885
3.6707
Oct 8, 2025
RMSE
Inference Time (s)
Relative Speedup (× CADA)
Updated 22d ago
Evaluation Results
Method
Method
Links
RMSE
Inference Time (s)
Relative Speedup (× CADA)
CADA
Number of trajectories...
2025.10
1.43
6.3
1
TTO-DA
Number of trajectories...
2025.10
2.2
230.4
36.6
DiffDA
Number of trajectories...
2025.10
2.25
29.6
4.7
Universal Amortized
Number of trajectories...
2025.10
2.29
65.6
10.4
Plain Amortized
Number of trajectories...
2025.10
3.03
63.4
10.1
Joint AR
Number of trajectories...
2025.10
3.45
756.3
120
Joint AAO
Number of trajectories...
2025.10
3.49
326.8
51.9
BoN
Number of trajectories...
2025.10
4.34
25.8
4.1
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