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Forward PDE solving on Pipe

0.0025Relative L2 Error

LNO

Updated 2d ago

Evaluation Results

Method	Links
LNO 2026.05		0.0025
FUNCATTN 2026.05		0.0029
TRANSOLVER 2026.05		0.0031
PGOT 2025.12		0.0039
Transolver 2025.12		0.0043
GNOT 2025.12		0.0047
GNOT 2026.05		0.0047
LSM 2025.12		0.005
LSM 2026.05		0.005
ONO 2025.12		0.0052
ONO 2026.05		0.0052
HT-NET 2026.05		0.0054
U-FNO 2025.12		0.0056
U-FNO 2026.05		0.0056
HT-Net 2025.12		0.0059
FactFormer 2025.12		0.006
FACTFORMER 2026.05		0.006
SAOT 2025.12		0.0062
Geo-FNO 2025.12		0.0067
GEO-FNO 2026.05		0.0067
F-FNO 2025.12		0.007
F-FNO 2026.05		0.007
WMT 2025.12		0.0077
WMT 2026.05		0.0077
Galerkin 2025.12		0.0098
GALERKIN 2026.05		0.0098
U-NO 2025.12		0.01
U-NO 2026.05		0.01
OFormer 2025.12		0.0168
OFORMER 2026.05		0.0168
LNO 2024.06		0.26
Transolver 2024.06		0.31
GNOT 2024.06		0.45
U-FNO 2024.06		0.62
F-FNO 2024.06		0.68