List your company
ResearchFormerly WizWand

PDE Solving on Navier-Stokes Regular Grid (test)

0.0319Relative L2 ErrorCATO
0.0238880.0779690.132050.186131Jan 24, 2026Feb 10, 2026Feb 28, 2026Mar 17, 2026Apr 4, 2026Apr 21, 2026May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CATO2026.050.0319
LRSADiscretization=Regular Grid2026.040.0484
SAOTreproduced=true2026.050.0675
LinearNODiscretization=Regular Grid2026.040.0699
HPMDiscretization=Regular Grid2026.040.0734
LNODiscretization=Regular Grid2026.040.0734
TransolverDiscretization=Regular Grid2026.040.0882
TransolverTraining time per epoch (s)=245.12026.010.09
Transolverreproduced=true2026.050.092
Transolver++Discretization=Regular Grid2026.040.101
FNO+Training time per epoch (s)=5.752026.010.1054
ONO2026.010.1195
ONO2026.050.1195
FactFormer2026.010.1214
FactFormer2026.050.1214
GNOT2026.010.138
GNOT2026.050.138
D-SENOTraining time per epoch (s)=7.042026.010.1391
Galerkin2026.010.1401
Galerkin2026.050.1401
LSM2026.010.1535
LSMDiscretization=Regular Grid2026.040.1535
LSM2026.050.1535
WMT2026.010.1541
WMT2026.050.1541
FNO2026.010.1556
geo-FNO2026.010.1556
FNODiscretization=Regular Grid2026.040.1556
FNO2026.050.1556
GEO-FNO2026.050.1556
OFormer2026.010.1705
OFormer2026.050.1705
U-NO2026.010.1713
U-NO2026.050.1713
HT-Net2026.010.1847
HT-Net2026.050.1847
U-FNO2026.010.2231
F-FNODiscretization=Regular Grid2026.040.2231
U-FNO2026.050.2231
F-FNO2026.010.2322
F-FNO2026.050.2322