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Learning PDE Solution Operators on 3D Maxwell
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0.4085
Mean L2 Relative Error
SFO
0.390392
0.512621
0.63485
0.757079
Jan 23, 2026
Mean L2 Relative Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Mean L2 Relative Error
SFO
Category=Ours
2026.01
0.4085
FNO
Category=Fourier
2026.01
0.5032
UNO
Category=Fourier
2026.01
0.5041
PINO
Category=PINN, Fourier
2026.01
0.5608
SVD-NO
Category=SVD Kernel
2026.01
0.6356
UNet
Category=Neural surrogate
2026.01
0.6369
MPNN
Category=Graph (Local)
2026.01
0.7445
DeepONet
Category=DeepONet
2026.01
0.8612
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