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SOTA Face Reconstruction benchmarks and papers with code | Wizwand
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Face Reconstruction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ORL face database (second subject)
SVD-NMF
Error
0.353
30
1mo ago
AgeDB
CLIP-FTI
TAR @ 1% FAR (Type-I)
99.82
16
3mo ago
YALE face database (second subject)
SVD-NMF
Reconstruction Error
0.3934
15
1mo ago
Real Face Dataset
LoRA
Absolute Relative Error
2.115
13
3mo ago
Synthetic Face Dataset
VGGT
Accuracy
9.006
13
3mo ago
TokBench (val)
InsightTok
F-Sims
0.16
11
2mo ago
FFHQ 500 images (test)
LP3D
LPIPS
0.0468
11
5mo ago
CelebA-HQ
SPI
MSE
0.0082
8
5mo ago
THuman 2.1
PSHuman
Chamfer Distance
0.423
6
5mo ago
Images with Diverse Shadows 100 images
Ours
PSNR
32.13
6
5mo ago
LFW
VQ-VAE-2
LPIPS
0.1046
5
1mo ago
Stirling3D HQ
PyMAF
Median PA-P2S (mm)
1.48
4
5mo ago
Stirling3D LQ
PyMAF
Median PA-P2S Error (mm)
1.51
4
5mo ago
WebCaricature
DemoCaricature
I-CLIP Similarity
0.8182
3
1mo ago
Web Videos Facial Region
ShowMak3r++
PSNR
24.34
3
4mo ago
6 subjects captured dataset cropped facial skin region (test)
WildCap
PSNR
28.79
3
5mo ago
Face Reconstruction dataset (test)
Ours
PSNR
26.12
3
5mo ago
NeRSemble
Face Anything
Runtime (s)
5
2
3mo ago
LFW (held-out set)
Otroshi et al.
Eyes Error
0.151
2
5mo ago
Face Reconstruction Dataset 5 subjects
Ours
PSNR
26.12
2
5mo ago
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