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Global field reconstruction on SWE Synthetic PDE
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0.1799
RMSE
SIREN-PINN
0.159824
0.295337
0.43085
0.566363
Oct 4, 2025
RMSE
MAE
Updated 14d ago
Evaluation Results
Method
Method
Links
RMSE
MAE
SIREN-PINN
2025.10
0.1799
0.131
Fourier-MLP-PINN
2025.10
0.18
0.1311
SVGP
2025.10
0.18
0.1311
Fourier-MLP
2025.10
0.1807
0.1319
ImputeFormer
2025.10
0.1816
0.1321
Senseiver
2025.10
0.1867
0.1364
RecFNO
2025.10
0.1985
0.15
FieldFormer
2025.10
0.2015
0.1465
SIREN
2025.10
0.6818
0.473
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