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Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
FLAME template
http://flame.is.tue.mpg.de/
Stdev Reconstruction Error (mm)
1.31
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
FLAME template
http://flame.is.tue.mpg.de/
Median Reconstruction Error
1.21
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
Deng et al. 2019
https://arxiv.org/abs/1903.08527v2
Mean Reconstruction Error (mm)
1.54
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
Deng et al. 2019
https://arxiv.org/abs/1903.08527v2
Stdev Reconstruction Error (mm)
1.29
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
Deng et al. 2019
https://arxiv.org/abs/1903.08527v2
Median Reconstruction Error
1.23
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
3DDFA_V2
https://arxiv.org/abs/2009.09960v2
Mean Reconstruction Error (mm)
1.57
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
3DDFA_V2
https://arxiv.org/abs/2009.09960v2
Stdev Reconstruction Error (mm)
1.39
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
3DDFA_V2
https://arxiv.org/abs/2009.09960v2
Median Reconstruction Error
1.23
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
Dib et al. 2021
https://arxiv.org/abs/2103.15432v3
Mean Reconstruction Error (mm)
1.57
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
Dib et al. 2021
https://arxiv.org/abs/2103.15432v3
Stdev Reconstruction Error (mm)
1.31
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
Dib et al. 2021
https://arxiv.org/abs/2103.15432v3
Median Reconstruction Error
1.26
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
SynergyNet
https://arxiv.org/abs/2110.09772v3
Mean Reconstruction Error (mm)
1.59
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
SynergyNet
https://arxiv.org/abs/2110.09772v3
Stdev Reconstruction Error (mm)
1.31
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
SynergyNet
https://arxiv.org/abs/2110.09772v3
Median Reconstruction Error
1.27
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
MGCNet
https://arxiv.org/abs/2007.12494v1
Mean Reconstruction Error (mm)
1.87
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
MGCNet
https://arxiv.org/abs/2007.12494v1
Stdev Reconstruction Error (mm)
2.63
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
MGCNet
https://arxiv.org/abs/2007.12494v1
Median Reconstruction Error
1.31
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
PRNet
http://arxiv.org/abs/1803.07835v1
Mean Reconstruction Error (mm)
1.98
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
PRNet
http://arxiv.org/abs/1803.07835v1
Stdev Reconstruction Error (mm)
1.88
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
PRNet
http://arxiv.org/abs/1803.07835v1
Median Reconstruction Error
1.50
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
UMDFA
https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/4043_ECCV_2020_paper.php
Mean Reconstruction Error (mm)
1.89
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
UMDFA
https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/4043_ECCV_2020_paper.php
Stdev Reconstruction Error (mm)
1.57
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
UMDFA
https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/4043_ECCV_2020_paper.php
Median Reconstruction Error
1.52
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
3DMM-CNN
http://arxiv.org/abs/1612.04904v1
Mean Reconstruction Error (mm)
2.33
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
3DMM-CNN
http://arxiv.org/abs/1612.04904v1
Stdev Reconstruction Error (mm)
2.05
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
NoW Benchmark
3DMM-CNN
http://arxiv.org/abs/1612.04904v1
Median Reconstruction Error
1.84
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HiFace-f
https://arxiv.org/abs/2303.11225v2
@nose
0.985 (±0.237)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HiFace-f
https://arxiv.org/abs/2303.11225v2
all
1.308
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HiFace-f
https://arxiv.org/abs/2303.11225v2
@mouth
1.489 (±0.436)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HiFace-f
https://arxiv.org/abs/2303.11225v2
@forehead
1.399 (±0.388)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HiFace-f
https://arxiv.org/abs/2303.11225v2
@cheek
1.360 (±0.395)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HiFace-c
https://arxiv.org/abs/2303.11225v2
@nose
0.992 (±0.246)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HiFace-c
https://arxiv.org/abs/2303.11225v2
all
1.341
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HiFace-c
https://arxiv.org/abs/2303.11225v2
@mouth
1.505 (±0.454)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HiFace-c
https://arxiv.org/abs/2303.11225v2
@forehead
1.427 (±0.400)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HiFace-c
https://arxiv.org/abs/2303.11225v2
@cheek
1.4392 (±0.429)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
3DDFA-v3
https://arxiv.org/abs/2312.00311v3
@nose
1.621 (±0.312)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
3DDFA-v3
https://arxiv.org/abs/2312.00311v3
all
1.441
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
3DDFA-v3
https://arxiv.org/abs/2312.00311v3
@mouth
1.209 (±0.369)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
3DDFA-v3
https://arxiv.org/abs/2312.00311v3
@forehead
1.861 (±0.421)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
3DDFA-v3
https://arxiv.org/abs/2312.00311v3
@cheek
1.073 (±0.316)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HRN
https://arxiv.org/abs/2302.14434v2
@nose
1.642 (±0.310)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HRN
https://arxiv.org/abs/2302.14434v2
all
1.468
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HRN
https://arxiv.org/abs/2302.14434v2
@mouth
1.285 (±0.528)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HRN
https://arxiv.org/abs/2302.14434v2
@forehead
1.906 (±0.479)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
HRN
https://arxiv.org/abs/2302.14434v2
@cheek
1.038 (±0.322)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
Deep3D
https://arxiv.org/abs/1903.08527v2
@nose
1.749 (±0.343)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
Deep3D
https://arxiv.org/abs/1903.08527v2
all
1.657
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
Deep3D
https://arxiv.org/abs/1903.08527v2
@mouth
1.411 (±0.395)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
Deep3D
https://arxiv.org/abs/1903.08527v2
@forehead
2.074 (±0.486)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
Deep3D
https://arxiv.org/abs/1903.08527v2
@cheek
1.528 (±0.517)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
AlbedoGAN
https://arxiv.org/abs/2304.12483v3
@nose
1.576 (±0.338)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
AlbedoGAN
https://arxiv.org/abs/2304.12483v3
all
1.762
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
AlbedoGAN
https://arxiv.org/abs/2304.12483v3
@mouth
2.218 (±0.952)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
AlbedoGAN
https://arxiv.org/abs/2304.12483v3
@forehead
2.142 (±0.554)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
AlbedoGAN
https://arxiv.org/abs/2304.12483v3
@cheek
1.112 (±0.278)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
MGCNet
https://arxiv.org/abs/2007.12494v1
@nose
1.827 (±0.383)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
MGCNet
https://arxiv.org/abs/2007.12494v1
all
1.787
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
MGCNet
https://arxiv.org/abs/2007.12494v1
@mouth
1.409 (±0.418)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
MGCNet
https://arxiv.org/abs/2007.12494v1
@forehead
2.248 (±0.508)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
MGCNet
https://arxiv.org/abs/2007.12494v1
@cheek
1.665 (±0.644)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
PSL
https://arxiv.org/abs/2310.19580v1
@nose
1.685 (±0.475)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
PSL
https://arxiv.org/abs/2310.19580v1
all
1.857
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
PSL
https://arxiv.org/abs/2310.19580v1
@mouth
1.820 (±0.557)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
PSL
https://arxiv.org/abs/2310.19580v1
@forehead
2.454 (±0.608)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
PSL
https://arxiv.org/abs/2310.19580v1
@cheek
1.469 (±0.495)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
3DDFA-v2
https://arxiv.org/abs/2009.09960v2
@nose
1.883 (±0.499)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
3DDFA-v2
https://arxiv.org/abs/2009.09960v2
all
1.943
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
3DDFA-v2
https://arxiv.org/abs/2009.09960v2
@mouth
1.642 (±0.501)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
3DDFA-v2
https://arxiv.org/abs/2009.09960v2
@forehead
2.465 (±0.622)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
3DDFA-v2
https://arxiv.org/abs/2009.09960v2
@cheek
1.781 (±0.636)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
SADRNet
https://arxiv.org/abs/2106.03021v1
@nose
1.771 (±0.521)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
SADRNet
https://arxiv.org/abs/2106.03021v1
all
1.958
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
SADRNet
https://arxiv.org/abs/2106.03021v1
@mouth
1.560 (±0.462)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
SADRNet
https://arxiv.org/abs/2106.03021v1
@forehead
2.490 (±0.566)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
SADRNet
https://arxiv.org/abs/2106.03021v1
@cheek
2.010 (±0.715)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
SynergyNet
https://arxiv.org/abs/2110.09772v3
@nose
2.008 (±0.526)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
SynergyNet
https://arxiv.org/abs/2110.09772v3
all
2.008
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
SynergyNet
https://arxiv.org/abs/2110.09772v3
@mouth
1.725 (±0.533)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
SynergyNet
https://arxiv.org/abs/2110.09772v3
@forehead
2.638 (±0.719)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
SynergyNet
https://arxiv.org/abs/2110.09772v3
@cheek
1.662 (±0.627)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
PRNet
http://arxiv.org/abs/1803.07835v1
@nose
1.868 (±0.510)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
PRNet
http://arxiv.org/abs/1803.07835v1
all
2.032
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
PRNet
http://arxiv.org/abs/1803.07835v1
@mouth
1.856 (±0.607)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
PRNet
http://arxiv.org/abs/1803.07835v1
@forehead
2.445 (±0.570)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
PRNet
http://arxiv.org/abs/1803.07835v1
@cheek
1.960 (±0.731)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
DECA-c
https://arxiv.org/abs/2012.04012v2
@nose
1.903 (±1.050)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
DECA-c
https://arxiv.org/abs/2012.04012v2
all
2.107
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
DECA-c
https://arxiv.org/abs/2012.04012v2
@mouth
2.472 (±1.079)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
DECA-c
https://arxiv.org/abs/2012.04012v2
@forehead
2.423 (±0.720)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
DECA-c
https://arxiv.org/abs/2012.04012v2
@cheek
1.630 (±1.135)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
EMOCA-c
https://arxiv.org/abs/2204.11312v1
@nose
1.867 (±0.554)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
EMOCA-c
https://arxiv.org/abs/2204.11312v1
all
2.125
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
EMOCA-c
https://arxiv.org/abs/2204.11312v1
@mouth
2.636 (±1.284)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
EMOCA-c
https://arxiv.org/abs/2204.11312v1
@forehead
2.448 (±0.708)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
EMOCA-c
https://arxiv.org/abs/2204.11312v1
@cheek
1.548 (±0.590)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
MICA
https://arxiv.org/abs/2204.06607v2
@nose
1.525 (±0.322)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
MICA
https://arxiv.org/abs/2204.06607v2
all
2.145
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
MICA
https://arxiv.org/abs/2204.06607v2
@mouth
3.567 (±1.212)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction
REALY (side-view)
MICA
https://arxiv.org/abs/2204.06607v2
@forehead
2.379 (±0.675)