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Benchmarks
Partial Differential Equation Solving on KSE 1D (Case E1)
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0.004
Relative L2 Error
SINO
-0.02778
0.186735
0.40125
0.615765
May 27, 2025
Relative L2 Error
Updated 9d ago
Evaluation Results
Method
Method
Links
Relative L2 Error
SINO
Category=Data-driven m...
2025.05
0.004
NIPs
Category=Data-driven m...
2025.05
0.0296
FNO
Category=Data-driven m...
2025.05
0.078
RNO
Category=Data-driven m...
2025.05
0.1062
FFNO
Category=Data-driven m...
2025.05
0.1081
LSM
Category=Data-driven m...
2025.05
0.1758
CNext
Category=Data-driven m...
2025.05
0.1797
PeSANet
Category=Physics-aware...
2025.05
0.2028
FactFormer
Category=Data-driven m...
2025.05
0.2438
P2C2Net
Category=Physics-aware...
2025.05
0.2754
PeRCNN
Category=Physics-aware...
2025.05
0.3205
SNO
Category=Data-driven m...
2025.05
0.7985
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