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Aerodynamic Coefficient Prediction research benchmarks · SOTA2 Research

Aerodynamic Coefficient Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AIAA UQ Challenge 2 (withheld val points)

100Mass Coverage [L, U]

36

Jun 30, 2026

CARDC aircraft dataset Cz

0.2Uncertainty

6

Apr 1, 2026

CARDC aircraft dataset Cy

1.308Uncertainty

6

Apr 1, 2026

CARDC aircraft dataset Cx

0.194Uncertainty

6

Apr 1, 2026

SHIFT-SUV Fastback geometries (test)

0.99R2 (CD)

4

Feb 26, 2026

SHIFT-SUV Estate geometries (test)

0.98R2 (CD)

4

Feb 26, 2026

SHIFT-WING (test)

GeoTransolver-MAE

1Drag Coefficient (Ma=0.5)

4

Feb 26, 2026

Popular datasets

CARDC aircraft dataset SHIFT-SUV SHIFT-Wing AIAA UQ Challenge

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