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Models/LAB

LAB

Reported on 45 benchmarks across 5 tasks · 1 paper · 10 SOTA

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

Computer Vision18 results

  • Face ReconstructiononWFLW
    FR@10 (inter-ocular)· 2018-05-26
    7.56
    best: 35.24 (ESR)
    SOTA
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Face ReconstructiononWFLW
    NME (inter-ocular)· 2018-05-26
    5.27
    best: 11.13 (ESR)
    SOTA
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face ReconstructiononWFLW
    FR@10 (inter-ocular)· 2018-05-26
    7.56
    best: 35.24 (ESR)
    SOTA
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face ReconstructiononWFLW
    NME (inter-ocular)· 2018-05-26
    5.27
    best: 11.13 (ESR)
    SOTA
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Face Reconstructionon300W
    NME_inter-ocular (%, Challenge)· uses extra data· 2018-05-26
    5.19
    best: 8.2 (ASMNet)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Face Reconstructionon300W
    NME_inter-ocular (%, Common)· uses extra data· 2018-05-26
    2.98
    best: 5.09 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Face Reconstructionon300W
    NME_inter-ocular (%, Full)· uses extra data· 2018-05-26
    3.49
    best: 5.63 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Face Reconstructionon300W
    NME_inter-pupil (%, Challenge)· uses extra data· 2018-05-26
    6.98
    best: 10.59 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Face Reconstructionon300W
    NME_inter-pupil (%, Common)· uses extra data· 2018-05-26
    3.42
    best: 6.15 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Face Reconstructionon300W
    NME_inter-pupil (%, Full)· uses extra data· 2018-05-26
    4.12
    best: 7.01 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Face ReconstructiononWFLW
    AUC@10 (inter-ocular)· 2018-05-26
    53.2
    best: 63.81 (SH-FAN)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face Reconstructionon300W
    NME_inter-ocular (%, Challenge)· uses extra data· 2018-05-26
    5.19
    best: 8.2 (ASMNet)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face Reconstructionon300W
    NME_inter-ocular (%, Common)· uses extra data· 2018-05-26
    2.98
    best: 5.09 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face Reconstructionon300W
    NME_inter-ocular (%, Full)· uses extra data· 2018-05-26
    3.49
    best: 5.63 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face Reconstructionon300W
    NME_inter-pupil (%, Challenge)· uses extra data· 2018-05-26
    6.98
    best: 10.59 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face Reconstructionon300W
    NME_inter-pupil (%, Common)· uses extra data· 2018-05-26
    3.42
    best: 6.15 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face Reconstructionon300W
    NME_inter-pupil (%, Full)· uses extra data· 2018-05-26
    4.12
    best: 7.01 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face ReconstructiononWFLW
    AUC@10 (inter-ocular)· 2018-05-26
    53.2
    best: 63.81 (SH-FAN)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483

Music9 results

  • Facial Recognition and ModellingonWFLW
    FR@10 (inter-ocular)· 2018-05-26
    7.56
    best: 35.24 (ESR)
    SOTA
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Facial Recognition and ModellingonWFLW
    NME (inter-ocular)· 2018-05-26
    5.27
    best: 11.13 (ESR)
    SOTA
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Facial Recognition and Modellingon300W
    NME_inter-ocular (%, Challenge)· uses extra data· 2018-05-26
    5.19
    best: 8.2 (ASMNet)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Facial Recognition and Modellingon300W
    NME_inter-ocular (%, Common)· uses extra data· 2018-05-26
    2.98
    best: 5.09 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Facial Recognition and Modellingon300W
    NME_inter-ocular (%, Full)· uses extra data· 2018-05-26
    3.49
    best: 5.63 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Facial Recognition and Modellingon300W
    NME_inter-pupil (%, Challenge)· uses extra data· 2018-05-26
    6.98
    best: 10.59 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Facial Recognition and Modellingon300W
    NME_inter-pupil (%, Common)· uses extra data· 2018-05-26
    3.42
    best: 6.15 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Facial Recognition and Modellingon300W
    NME_inter-pupil (%, Full)· uses extra data· 2018-05-26
    4.12
    best: 7.01 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • Facial Recognition and ModellingonWFLW
    AUC@10 (inter-ocular)· 2018-05-26
    53.2
    best: 63.81 (SH-FAN)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483

Methodology9 results

  • 3DonWFLW
    FR@10 (inter-ocular)· 2018-05-26
    7.56
    best: 35.24 (ESR)
    SOTA
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3DonWFLW
    NME (inter-ocular)· 2018-05-26
    5.27
    best: 11.13 (ESR)
    SOTA
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3Don300W
    NME_inter-ocular (%, Challenge)· uses extra data· 2018-05-26
    5.19
    best: 8.2 (ASMNet)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3Don300W
    NME_inter-ocular (%, Common)· uses extra data· 2018-05-26
    2.98
    best: 5.09 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3Don300W
    NME_inter-ocular (%, Full)· uses extra data· 2018-05-26
    3.49
    best: 5.63 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3Don300W
    NME_inter-pupil (%, Challenge)· uses extra data· 2018-05-26
    6.98
    best: 10.59 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3Don300W
    NME_inter-pupil (%, Common)· uses extra data· 2018-05-26
    3.42
    best: 6.15 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3Don300W
    NME_inter-pupil (%, Full)· uses extra data· 2018-05-26
    4.12
    best: 7.01 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3DonWFLW
    AUC@10 (inter-ocular)· 2018-05-26
    53.2
    best: 63.81 (SH-FAN)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483

Medical9 results

  • 3D Face ModellingonWFLW
    FR@10 (inter-ocular)· 2018-05-26
    7.56
    best: 35.24 (ESR)
    SOTA
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face ModellingonWFLW
    NME (inter-ocular)· 2018-05-26
    5.27
    best: 11.13 (ESR)
    SOTA
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face Modellingon300W
    NME_inter-ocular (%, Challenge)· uses extra data· 2018-05-26
    5.19
    best: 8.2 (ASMNet)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face Modellingon300W
    NME_inter-ocular (%, Common)· uses extra data· 2018-05-26
    2.98
    best: 5.09 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face Modellingon300W
    NME_inter-ocular (%, Full)· uses extra data· 2018-05-26
    3.49
    best: 5.63 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face Modellingon300W
    NME_inter-pupil (%, Challenge)· uses extra data· 2018-05-26
    6.98
    best: 10.59 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face Modellingon300W
    NME_inter-pupil (%, Common)· uses extra data· 2018-05-26
    3.42
    best: 6.15 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face Modellingon300W
    NME_inter-pupil (%, Full)· uses extra data· 2018-05-26
    4.12
    best: 7.01 (3DDFA)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483
  • 3D Face ModellingonWFLW
    AUC@10 (inter-ocular)· 2018-05-26
    53.2
    best: 63.81 (SH-FAN)
    Look at Boundary: A Boundary-Aware Face Alignment AlgorithmarXiv:1805.10483