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Papers Benchmarks Datasets Tasks

Fluid Dynamics Simulation research benchmarks · SOTA2 Research

Fluid Dynamics Simulation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Sequence Doubling

0.063nRMSE

60

Mar 9, 2026

Navier-Stokes (NS) nu=10^-5 at 64x64 unified-protocol (test)

Transformer (NSL, full softmax)

2.84Relative L2 Error (Test)

31

May 12, 2026

Navier-Stokes periodic incompressible (test)

5.3nRMSE

28

Apr 1, 2026

CFDBench PDB-Turb (test)

0.021L2RE

8

May 18, 2026

CFDBench Steady* (test)

0.002L2RE

7

May 18, 2026

CFDBench 3D (test)

3.3L2RE

7

May 18, 2026

Sod shock tube analytical exact solution (test)

0MSE (Density)

6

Jun 5, 2026

CFDBench Kolmogorov (test)

0.014L2RE

6

May 18, 2026

Flow around a stationary cylinder Re=100

1.334Mean Drag Coefficient (Cd)

4

Mar 18, 2026

AirfoilFlow (Out-t)

0.194MSE

4

Feb 26, 2026

AirfoilFlow (In-t)

0.057MSE

4

Feb 26, 2026

CylinderFlow (Out-t)

0.028MSE

4

Feb 26, 2026

CylinderFlow (In-t)

0.015MSE

4

Feb 26, 2026

2D Cylinder Flow Re=696 (test)

0.012Error (U-Velocity)

3

Jun 11, 2026

Rayleigh–Bénard convection 2D t=30s

2u Relative Error

1

Jul 3, 2026

Rayleigh–Bénard convection 2D t=0.5s

4.6Relative Error (u)

1

Jul 3, 2026

Popular datasets

CFDBench Navier-Stokes CylinderFlow AirfoilFlow Rayleigh-Bénard convection

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