Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
PDE Solving on Darcy Flow 128x128 resolution
Loading...
6.19
Relative L2 Error
QuadNorm
5.9436
7.6068
9.27
10.9332
May 8, 2026
Relative L2 Error
Updated 23d ago
Evaluation Results
Method
Method
Links
Relative L2 Error
QuadNorm
Architecture=FNO, Trai...
2026.05
6.19
QuadNorm
Training Resolution=32...
2026.05
6.6
QuadNorm
Architecture=Galerkin,...
2026.05
8.4
BlendQuadNorm
Training Resolution=32...
2026.05
9.24
LayerNorm
Training Resolution=32...
2026.05
9.62
BlendQuadNorm
Architecture=FNO, Trai...
2026.05
9.76
GroupNorm
Training Resolution=32...
2026.05
9.82
LayerNorm
Architecture=FNO, Trai...
2026.05
9.9
BlendQuadNorm, α = 0.1
Architecture=FNO, Trai...
2026.05
9.92
RMSNorm
Training Resolution=32...
2026.05
10.13
InstanceNorm
Training Resolution=32...
2026.05
10.49
None
Architecture=FNO, Trai...
2026.05
10.82
BlendQuadNorm, α = 0.1
Architecture=Galerkin,...
2026.05
11.09
BlendQuadNorm
Architecture=Galerkin,...
2026.05
11.13
None
Training Resolution=32...
2026.05
11.15
LayerNorm
Architecture=Galerkin,...
2026.05
11.4
None
Architecture=Galerkin,...
2026.05
12.35
Feedback
Search any
task
Search any
task