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Wave2D

Benchmarks

TaskDatasetSOTA resultTrendResults

Forward PDE Solving

Wave2D LongTime (test)

1Mean L2RE

4

Forward PDE Solving

Wave2D Heterogeneous (test)

0.782Mean L2 Relative Error

4

Solving Partial Differential Equations

Wave2D LongTime

-3.26Percentage Improvement

3

Solving Partial Differential Equations

Wave2D Hetero

34.32Percentage Improvement

3

Solving Wave Equation

Wave2D LongTime

0.916Relative L2 Error

2

Solving Wave Equation

Wave2D Heterogeneous

1.35Rel. L2 Error

2

Symbolic Regression for Differential Equations

Wave2D SSDE

2Expression Score

2