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Models/SLPT

SLPT

Reported on 40 benchmarks across 5 tasks · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision16 results

Face ReconstructiononCOFW
NME (inter-pupil)· 2022-03-13
4.79
SOTA
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face ReconstructiononCOFW
NME (inter-pupil)· 2022-03-13
4.79
SOTA
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Face ReconstructiononCOFW
NME (inter-ocular)· 2022-03-13
3.32
best: 5.07 (Wing (Feng et al., 2018))
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Face Reconstructionon300W
NME_inter-ocular (%, Challenge)· 2022-03-13
4.9
best: 8.2 (ASMNet)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2022-03-13
2.75
best: 5.09 (3DDFA)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2022-03-13
3.17
best: 5.63 (3DDFA)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Face ReconstructiononWFLW
AUC@10 (inter-ocular)· 2022-03-13
59.5
best: 63.81 (SH-FAN)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Face ReconstructiononWFLW
FR@10 (inter-ocular)· 2022-03-13
2.76
best: 35.24 (ESR)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Face ReconstructiononWFLW
NME (inter-ocular)· 2022-03-13
4.14
best: 11.13 (ESR)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face ReconstructiononCOFW
NME (inter-ocular)· 2022-03-13
3.32
best: 5.07 (Wing (Feng et al., 2018))
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face Reconstructionon300W
NME_inter-ocular (%, Challenge)· 2022-03-13
4.9
best: 8.2 (ASMNet)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face Reconstructionon300W
NME_inter-ocular (%, Common)· 2022-03-13
2.75
best: 5.09 (3DDFA)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face Reconstructionon300W
NME_inter-ocular (%, Full)· 2022-03-13
3.17
best: 5.63 (3DDFA)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face ReconstructiononWFLW
AUC@10 (inter-ocular)· 2022-03-13
59.5
best: 63.81 (SH-FAN)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face ReconstructiononWFLW
FR@10 (inter-ocular)· 2022-03-13
2.76
best: 35.24 (ESR)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face ReconstructiononWFLW
NME (inter-ocular)· 2022-03-13
4.14
best: 11.13 (ESR)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541

Music8 results

Facial Recognition and ModellingonCOFW
NME (inter-pupil)· 2022-03-13
4.79
SOTA
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Facial Recognition and ModellingonCOFW
NME (inter-ocular)· 2022-03-13
3.32
best: 5.07 (Wing (Feng et al., 2018))
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Challenge)· 2022-03-13
4.9
best: 8.2 (ASMNet)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Common)· 2022-03-13
2.75
best: 5.09 (3DDFA)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Facial Recognition and Modellingon300W
NME_inter-ocular (%, Full)· 2022-03-13
3.17
best: 5.63 (3DDFA)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Facial Recognition and ModellingonWFLW
AUC@10 (inter-ocular)· 2022-03-13
59.5
best: 63.81 (SH-FAN)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Facial Recognition and ModellingonWFLW
FR@10 (inter-ocular)· 2022-03-13
2.76
best: 35.24 (ESR)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
Facial Recognition and ModellingonWFLW
NME (inter-ocular)· 2022-03-13
4.14
best: 11.13 (ESR)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541

Methodology8 results

3DonCOFW
NME (inter-pupil)· 2022-03-13
4.79
SOTA
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3DonCOFW
NME (inter-ocular)· 2022-03-13
3.32
best: 5.07 (Wing (Feng et al., 2018))
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3Don300W
NME_inter-ocular (%, Challenge)· 2022-03-13
4.9
best: 8.2 (ASMNet)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3Don300W
NME_inter-ocular (%, Common)· 2022-03-13
2.75
best: 5.09 (3DDFA)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3Don300W
NME_inter-ocular (%, Full)· 2022-03-13
3.17
best: 5.63 (3DDFA)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3DonWFLW
AUC@10 (inter-ocular)· 2022-03-13
59.5
best: 63.81 (SH-FAN)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3DonWFLW
FR@10 (inter-ocular)· 2022-03-13
2.76
best: 35.24 (ESR)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3DonWFLW
NME (inter-ocular)· 2022-03-13
4.14
best: 11.13 (ESR)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541

Medical8 results

3D Face ModellingonCOFW
NME (inter-pupil)· 2022-03-13
4.79
SOTA
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face ModellingonCOFW
NME (inter-ocular)· 2022-03-13
3.32
best: 5.07 (Wing (Feng et al., 2018))
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face Modellingon300W
NME_inter-ocular (%, Challenge)· 2022-03-13
4.9
best: 8.2 (ASMNet)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face Modellingon300W
NME_inter-ocular (%, Common)· 2022-03-13
2.75
best: 5.09 (3DDFA)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face Modellingon300W
NME_inter-ocular (%, Full)· 2022-03-13
3.17
best: 5.63 (3DDFA)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face ModellingonWFLW
AUC@10 (inter-ocular)· 2022-03-13
59.5
best: 63.81 (SH-FAN)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face ModellingonWFLW
FR@10 (inter-ocular)· 2022-03-13
2.76
best: 35.24 (ESR)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541
3D Face ModellingonWFLW
NME (inter-ocular)· 2022-03-13
4.14
best: 11.13 (ESR)
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning arXiv:2203.06541