3D Face Reconstruction research benchmarks

Benchmarks

Dataset NameSOTA methodMetricTrendResultsLast Updated

CoMA lips back (extrapolation)

Mesh Autoencoder

1.193Mean Error (mm)

Feb 26, 2026

CoMA high smile (extrapolation)

Mesh Autoencoder

1.205Mean Error (mm)

Feb 26, 2026

CoMA eyebrow (extrapolation)

Mesh Autoencoder

1.053Mean Error (mm)

Feb 26, 2026

CoMA cheeks in (extrapolation)

Mesh Autoencoder

1.288Mean Error (mm)

Feb 26, 2026

CoMA bareteeth (extrapolation)

Mesh Autoencoder

1.376Mean Error (mm)

Feb 26, 2026

User Study Detail (human perception)

HiFace

80.52Preference Rate (Best Method)

Feb 26, 2026

User Study Coarse (human perception)

Dense

35.06Second Best Method Preference

Feb 26, 2026

CoMA (identity-independent)

—

—Primary metric

Feb 26, 2026

D3DFACS (expression-independent)

—

—Primary metric

Feb 26, 2026

CoMA (expression-independent)

—

—Primary metric

Feb 26, 2026

MICC Florence Outdoor

—

—Primary metric

Feb 26, 2026

BU-3DFE 100 neutral faces

—

—Primary metric

Feb 26, 2026

MICC (All)

—

—Primary metric

Feb 26, 2026