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Benchmarks
Learning Nonlinear and Non-Periodic Responses on ODEs/PDEs on Driven Pendulum c=0 (test)
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0.2916
Relative Error
GLNO
0.263276
0.454463
0.64565
0.836837
Dec 18, 2025
Relative Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Relative Error
GLNO
Blocks=4, Channels=8
2025.12
0.2916
FNO
Blocks=4, Channels=64
2025.12
0.3668
WNO
Blocks=4, Channels=64
2025.12
0.609
CNO
Blocks=4, Channels=64
2025.12
0.6268
GLNO
Blocks=1, Channels=8
2025.12
0.6752
LNO
Blocks=1, Channels=8
2025.12
0.8461
LNO
Blocks=4, Channels=8
2025.12
0.9997
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