Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
PDE Solving on Darcy Flow 32x32 resolution
Loading...
0.0326
Relative L2 Error
LayerNorm
-0.338496
2.166402
4.6713
7.176198
May 8, 2026
Relative L2 Error
Updated 23d ago
Evaluation Results
Method
Method
Links
Relative L2 Error
LayerNorm
Training Resolution=32...
2026.05
0.0326
BlendQuadNorm
Training Resolution=32...
2026.05
0.0327
GroupNorm
Training Resolution=32...
2026.05
0.0336
None
Training Resolution=32...
2026.05
0.0349
RMSNorm
Training Resolution=32...
2026.05
0.0359
InstanceNorm
Training Resolution=32...
2026.05
0.0427
QuadNorm
Training Resolution=32...
2026.05
0.0435
LayerNorm
Architecture=FNO, Trai...
2026.05
3.13
BlendQuadNorm
Architecture=FNO, Trai...
2026.05
3.13
BlendQuadNorm, α = 0.1
Architecture=FNO, Trai...
2026.05
3.14
None
Architecture=FNO, Trai...
2026.05
3.32
QuadNorm
Architecture=FNO, Trai...
2026.05
4.03
QuadNorm
Architecture=Galerkin,...
2026.05
7.58
LayerNorm
Architecture=Galerkin,...
2026.05
8.26
BlendQuadNorm, α = 0.1
Architecture=Galerkin,...
2026.05
8.3
BlendQuadNorm
Architecture=Galerkin,...
2026.05
8.32
None
Architecture=Galerkin,...
2026.05
9.31
Feedback
Search any
task
Search any
task