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Global field reconstruction on Heat Synthetic PDE
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0.1771
RMSE
RecFNO
0.1756
0.185725
0.19585
0.205975
Oct 4, 2025
RMSE
MAE
Updated 14d ago
Evaluation Results
Method
Method
Links
RMSE
MAE
RecFNO
2025.10
0.1771
0.1212
SIREN
2025.10
0.1783
0.1328
SVGP
2025.10
0.1788
0.1306
FieldFormer
2025.10
0.1818
0.1313
ImputeFormer
2025.10
0.1916
0.1435
SIREN-PINN
2025.10
0.195
0.1533
Senseiver
2025.10
0.1959
0.1421
Fourier-MLP-PINN
2025.10
0.2141
0.1517
Fourier-MLP
2025.10
0.2146
0.1469
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