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NS2d

Benchmarks

TaskDatasetSOTA resultTrendResults

Super-resolution

NS2D x4

0.002VE

6

Trajectory Rollout Prediction

NS2D viscosity (OOD)

0.327OOD Mean Error

5

Forward PDE solving

NS2d

8.45Relative L2 Error

5

Solving Partial Differential Equations

NS2D LidDriven

74.04Percentage Improvement

4

Solving Partial Differential Equations

NS2D LongTime

28Percentage Improvement

3

Solving Partial Differential Equations

NS2D BackStep

82.08Percentage Improvement

3

Solving Navier-Stokes Equation

NS2D LongTime

1Relative L2 Error

2

Solving Navier-Stokes Equation

NS2D BackStep

1.09Relative L2 Error

2