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SOTA 3D Face Reconstruction benchmarks and papers with code | Wizwand
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3D Face Reconstruction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
NoW face challenge (test)
MICA
Median Error (mm)
0.9
38
3d ago
REALY (frontal-view)
HiFace
Overall Error
1.275
34
3d ago
AFLW2000-3D
DSFNet-is
NME
0.0316
26
3d ago
NoW
DECA
Median Error (mm)
1.09
17
3d ago
CoMA
FLAME
Mean Error
0.351
16
3d ago
MICC Florence 3D Faces (Indoor)
GANFIT
Mean Error (mm)
0.94
13
3d ago
NeRSemble-SVFR (Posed)
Pix2NPHM
L1 Error
1.37
10
3d ago
REALY
Nenc
Nose Error
1.557
10
3d ago
NeRSemble-SVFR (Neutral)
Pix2NPHM
L1 Error
1.54
9
3d ago
MEAD
DECA
R Eye Error
58.09
9
3d ago
3DFAW frontal faces
Ground Truth
Depth Correlation
0.66
8
3d ago
MICC Outdoor
Dense Landmarks
Mean Error (mm)
1.42
7
3d ago
MICC Cooperative
Dense Landmarks
Mean Error (mm)
1.43
7
3d ago
CelebAMask-HQ
LAP
Cosine Similarity
0.697
7
3d ago
Feng LQ 1.0
DAD-3DNet
Median Error (mm)
1.624
7
3d ago
Voxceleb2 single images Source
NextFace
PSNR
33.41
6
3d ago
Voxceleb2 video sequences (Source)
Light Decoupling
PSNR
30.67
6
3d ago
BU-3DFE v1 (test)
MGCNet
Mean Point-to-Point RMSE (mm)
1.55
6
3d ago
FRGC v2.0
MGCNet
MAE
1.93
6
3d ago
FaceWarehouse Region-S (180 meshes of 9 subjects)
Garrido et al. [15]
Mean Reconstruction Error (mm)
1.59
6
3d ago
benchmark High-Quality (HQ) 1.0
RingNet
Median Error (mm)
1.58
6
3d ago
MICC Florence 3D Faces (Outdoor)
GANFIT
Mean Error (mm)
0.94
6
3d ago
MICC Cooperative Florence 3D Faces
GANFIT
Mean Error (mm)
0.95
6
3d ago
FaceVerse (test)
MICA
Mean CD
2.63
5
3d ago
FFHQ and FaceScape original and variants (test)
FaceScape
ID Std Dev (%)
84.24
5
3d ago
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