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PDE Solving on Poisson (L2 error)

0L2 ErrorMetaColloc
-0.0268380.1545910.336020.517449Dec 18, 2025Jan 11, 2026Feb 4, 2026Feb 28, 2026Mar 24, 2026Apr 17, 2026May 12, 2026

Evaluation results

MethodLinks
MetaCollocParam=H=2562026.050
MetaCollocParam=H=5122026.050
MetaCollocParam=H=10242026.050
ConFIGParam=H=1282026.050.0007
ConFIGParam=H=10242026.050.0008
ConFIGParam=H=5122026.050.0008
ConFIGParam=H=2562026.050.0018
PINN DCGDParam=H=1282026.050.0022
MetaCollocParam=H=1282026.050.0025
PINN DCGDParam=H=5122026.050.0031
GLNO2025.120.0044
Geo-FNO2025.120.0049
PINN DCGDParam=H=2562026.050.0064
Sp2GNO2025.120.0069
GLNO w/o σAblation=without the non-periodic basis components2025.120.0087
PINN L-BFGSParam=H=10242026.050.0114
PINN DCGDParam=H=10242026.050.0116
AMG2025.120.0152
Transolver2025.120.0174
PINN L-BFGSParam=H=5122026.050.0174
PINN L-BFGSParam=H=2562026.050.0246
PINN L-BFGSParam=H=1282026.050.0361
FNO2025.120.0386
GINO2025.120.1623
GKNO2025.120.2486
LSM2025.120.2612
U-Net2025.120.2699
GNOT2025.120.4403
MLP2025.120.4804
GP-HMParam=Grid=100^22026.050.672