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ResearchFormerly WizWand

Aerodynamic Simulation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

AirfRANS (test)

0.001Volume MSE

22

Apr 7, 2026

Shape-Net Car (test)

0.021Volume Relative L2 Error

14

Feb 26, 2026

ShapeNet Car (original)

4.81Median Relative L2 Error (p)

12

May 20, 2026

ShapeNetCar full-resolution

6.773Rel L2 Error (Surface)

9

Feb 26, 2026

ShapeNetCar full-resolution (test)

6.773Surface Relative L2 Error

9

Feb 26, 2026

AhmedML (full-resolution)

329.38Rel. L2 Error (Surface)

7

Feb 26, 2026

SHIFT-Wing full-resolution (test)

0.056Relative L2 Error (Surface)

7

Feb 26, 2026

SHIFT-SUV full-resolution (test)

0.018Rel L2 Error (Surface)

7

Feb 26, 2026

AhmedML full-resolution (test)

3.294Relative L2 Error (Surface)

7

Feb 26, 2026

SHIFT-Wing full-resolution

0.056Relative L2 Error (Surface)

7

Feb 26, 2026

SHIFT-SUV full-resolution

0.018Rel L2 Error (Surface)

7

Feb 26, 2026

ShapeNet-Car rotated

6.22Median Relative L2 Error (p)

3

May 20, 2026