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Benchmarks
Temporal forecasting on 2D Shallow Water equations
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1.389
RMSE
PINN
1.06456
3.25453
5.4445
7.63447
Mar 25, 2026
RMSE
nRMSE
Max Error
Updated 4mo ago
Evaluation Results
Method
Method
Links
RMSE
nRMSE
Max Error
PINN
2026.03
1.389
1.336
1.682
Ours (CKB)
2026.03
2.692
2.587
4.958
FNO
2026.03
3.436
3.301
5.464
U-Net
2026.03
9.5
9.12
6.503
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