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Klein-Gordon dataset and benchmarks · SOTA2 Research

Research Datasets

Klein-Gordon

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Forward PDE solving

Klein-Gordon 10K-epoch

1.13Relative L2 Error

16

Solving Partial Differential Equations

Klein-Gordon 3D (test)

3.177Absolute Error

10

Solving Partial Differential Equations

Klein-Gordon 2D (test)

0.07Absolute Error

10

PDE Reconstruction

Klein-Gordon synthetic (test)

0.601RMSE

10

Klein-Gordon (train)

0Error

7

Klein-Gordon (val)

0Error

7

Partial Differential Equation (PDE) Solving

Klein-Gordon 10K (evaluation)

1.62Relative L2 Error

4

Solving Time-Dependent PDEs

Klein-Gordon

0Rel L2 Error

4

Forward PDE Solving

Klein-Gordon Forward PDE

1.45Relative L2 Error (Mean)

3

Popular tasks

PDE solving Forward PDE solving Solving partial differential equations PDE Reconstruction Solving Time-Dependent PDEs

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