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PDE Solving on Darcy Flow 256x256 resolution
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6.66
Relative L2 Error
QuadNorm
6.3964
8.1757
9.955
11.7343
May 8, 2026
Relative L2 Error
Updated 23d ago
Evaluation Results
Method
Method
Links
Relative L2 Error
QuadNorm
Architecture=FNO, Trai...
2026.05
6.66
QuadNorm
Training Resolution=32...
2026.05
7.1
QuadNorm
Architecture=Galerkin,...
2026.05
8.67
BlendQuadNorm
Training Resolution=32...
2026.05
10.54
LayerNorm
Training Resolution=32...
2026.05
10.99
BlendQuadNorm
Architecture=FNO, Trai...
2026.05
11.14
GroupNorm
Training Resolution=32...
2026.05
11.22
LayerNorm
Architecture=FNO, Trai...
2026.05
11.31
BlendQuadNorm, α = 0.1
Architecture=FNO, Trai...
2026.05
11.33
RMSNorm
Training Resolution=32...
2026.05
11.55
InstanceNorm
Training Resolution=32...
2026.05
11.87
BlendQuadNorm, α = 0.1
Architecture=Galerkin,...
2026.05
11.91
BlendQuadNorm
Architecture=Galerkin,...
2026.05
11.96
LayerNorm
Architecture=Galerkin,...
2026.05
12.33
None
Architecture=FNO, Trai...
2026.05
12.37
None
Training Resolution=32...
2026.05
12.76
None
Architecture=Galerkin,...
2026.05
13.25
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