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Benchmarks
PDE Solving on Poisson (L2 error)
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0.0044
L2 Error
GLNO
-0.01464
0.11388
0.2424
0.37092
Dec 18, 2025
L2 Error
Updated 4d ago
Evaluation Results
Method
Method
Links
L2 Error
GLNO
2025.12
0.0044
Geo-FNO
2025.12
0.0049
Sp2GNO
2025.12
0.0069
GLNO w/o σ
Ablation=without the n...
2025.12
0.0087
AMG
2025.12
0.0152
Transolver
2025.12
0.0174
FNO
2025.12
0.0386
GINO
2025.12
0.1623
GKNO
2025.12
0.2486
LSM
2025.12
0.2612
U-Net
2025.12
0.2699
GNOT
2025.12
0.4403
MLP
2025.12
0.4804
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