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Global field reconstruction on Pollution Synthetic PDE
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0.4326
RMSE
Fourier-MLP
0.4272
0.46365
0.5001
0.53655
Oct 4, 2025
RMSE
MAE
Updated 14d ago
Evaluation Results
Method
Method
Links
RMSE
MAE
Fourier-MLP
2025.10
0.4326
0.0986
SVGP
2025.10
0.4349
0.0821
FieldFormer
2025.10
0.4359
0.0831
Senseiver
2025.10
0.4429
0.0924
ImputeFormer
2025.10
0.4482
0.1103
SIREN
2025.10
0.4556
0.1256
SIREN-PINN
2025.10
0.4598
0.122
Fourier-MLP-PINN
2025.10
0.4652
0.1314
RecFNO
2025.10
0.5676
0.1684
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