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Short-term PDE solution prediction on 1d-KDV (train)
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0.0001
Relative L2 Error
kFNO*
0.000052
0.000376
0.0007
0.001024
Dec 22, 2025
Relative L2 Error
Updated 1mo ago
Evaluation Results
Method
Method
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Relative L2 Error
kFNO*
Dimension=1D, Batch Si...
2025.12
0.0001
IS-FNOo
Dimension=1D, Batch Si...
2025.12
0.0006
IS-FNO*
Dimension=1D, Batch Si...
2025.12
0.0007
kFNOo
Dimension=1D, Batch Si...
2025.12
0.0007
IS-FNO'
Dimension=1D, Batch Si...
2025.12
0.0009
kFNO'
Dimension=1D, Batch Si...
2025.12
0.0011
IS-FNO'κ
Dimension=1D, Batch Si...
2025.12
0.0012
FNO
Dimension=1D, Batch Si...
2025.12
0.0013
IS-FNO'κ3
Dimension=1D, Batch Si...
2025.12
0.0013
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