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Models/SH-FAN

SH-FAN

Reported on 55 benchmarks across 5 tasks · 1 paper · 25 SOTA

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

Computer Vision22 results

  • Face Reconstructionon300W Split 2 (300W-LP)
    AUC@7 (bbox)· 2021-11-03
    71.1
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Face Reconstructionon300W Split 2 (300W-LP)
    NME (inter-ocular)· 2021-11-03
    2.94
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Face ReconstructiononCOFW-68 (300WLP)
    AUC@7· 2021-11-03
    64.9
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Face ReconstructiononWFW (Extra Data)
    AUC@10 (inter-ocular)· uses extra data· 2021-11-03
    63.1
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Face ReconstructiononWFLW
    AUC@10 (inter-ocular)· 2021-11-03
    63.81
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ReconstructiononWFW (Extra Data)
    AUC@10 (inter-ocular)· uses extra data· 2021-11-03
    63.1
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ReconstructiononCOFW-68 (300WLP)
    AUC@7· 2021-11-03
    64.9
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face Reconstructionon300W Split 2 (300W-LP)
    AUC@7 (bbox)· 2021-11-03
    71.1
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face Reconstructionon300W Split 2 (300W-LP)
    NME (inter-ocular)· 2021-11-03
    2.94
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ReconstructiononWFLW
    AUC@10 (inter-ocular)· 2021-11-03
    63.81
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Face Reconstructionon300W Split 2 (300W-LP)
    NME (bbox)· 2021-11-03
    2.04
    best: 2.32 (2D-FAN)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Face ReconstructiononCOFW-68 (300WLP)
    NME (box)· 2021-11-03
    2.47
    best: 2.95 (2D-FAN)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Face ReconstructiononWFW (Extra Data)
    FR@10 (inter-ocular)· uses extra data· 2021-11-03
    1.55
    best: 3.12 (LUVLi)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Face ReconstructiononWFW (Extra Data)
    NME (inter-ocular)· uses extra data· 2021-11-03
    3.72
    best: 4.57 (VGG-F)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Face ReconstructiononWFLW
    FR@10 (inter-ocular)· 2021-11-03
    1.55
    best: 35.24 (ESR)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Face ReconstructiononWFLW
    NME (inter-ocular)· 2021-11-03
    3.72
    best: 11.13 (ESR)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ReconstructiononWFW (Extra Data)
    FR@10 (inter-ocular)· uses extra data· 2021-11-03
    1.55
    best: 3.12 (LUVLi)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ReconstructiononWFW (Extra Data)
    NME (inter-ocular)· uses extra data· 2021-11-03
    3.72
    best: 4.57 (VGG-F)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ReconstructiononCOFW-68 (300WLP)
    NME (box)· 2021-11-03
    2.47
    best: 2.95 (2D-FAN)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face Reconstructionon300W Split 2 (300W-LP)
    NME (bbox)· 2021-11-03
    2.04
    best: 2.32 (2D-FAN)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ReconstructiononWFLW
    FR@10 (inter-ocular)· 2021-11-03
    1.55
    best: 35.24 (ESR)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ReconstructiononWFLW
    NME (inter-ocular)· 2021-11-03
    3.72
    best: 11.13 (ESR)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360

Music11 results

  • Facial Recognition and ModellingonWFW (Extra Data)
    AUC@10 (inter-ocular)· uses extra data· 2021-11-03
    63.1
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Facial Recognition and ModellingonCOFW-68 (300WLP)
    AUC@7· 2021-11-03
    64.9
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Facial Recognition and Modellingon300W Split 2 (300W-LP)
    AUC@7 (bbox)· 2021-11-03
    71.1
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Facial Recognition and Modellingon300W Split 2 (300W-LP)
    NME (inter-ocular)· 2021-11-03
    2.94
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Facial Recognition and ModellingonWFLW
    AUC@10 (inter-ocular)· 2021-11-03
    63.81
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Facial Recognition and ModellingonWFW (Extra Data)
    FR@10 (inter-ocular)· uses extra data· 2021-11-03
    1.55
    best: 3.12 (LUVLi)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Facial Recognition and ModellingonWFW (Extra Data)
    NME (inter-ocular)· uses extra data· 2021-11-03
    3.72
    best: 4.57 (VGG-F)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Facial Recognition and ModellingonCOFW-68 (300WLP)
    NME (box)· 2021-11-03
    2.47
    best: 2.95 (2D-FAN)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Facial Recognition and Modellingon300W Split 2 (300W-LP)
    NME (bbox)· 2021-11-03
    2.04
    best: 2.32 (2D-FAN)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Facial Recognition and ModellingonWFLW
    FR@10 (inter-ocular)· 2021-11-03
    1.55
    best: 35.24 (ESR)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • Facial Recognition and ModellingonWFLW
    NME (inter-ocular)· 2021-11-03
    3.72
    best: 11.13 (ESR)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360

Methodology11 results

  • 3Don300W Split 2 (300W-LP)
    AUC@7 (bbox)· 2021-11-03
    71.1
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3Don300W Split 2 (300W-LP)
    NME (inter-ocular)· 2021-11-03
    2.94
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3DonCOFW-68 (300WLP)
    AUC@7· 2021-11-03
    64.9
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3DonWFW (Extra Data)
    AUC@10 (inter-ocular)· uses extra data· 2021-11-03
    63.1
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3DonWFLW
    AUC@10 (inter-ocular)· 2021-11-03
    63.81
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3Don300W Split 2 (300W-LP)
    NME (bbox)· 2021-11-03
    2.04
    best: 2.32 (2D-FAN)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3DonCOFW-68 (300WLP)
    NME (box)· 2021-11-03
    2.47
    best: 2.95 (2D-FAN)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3DonWFW (Extra Data)
    FR@10 (inter-ocular)· uses extra data· 2021-11-03
    1.55
    best: 3.12 (LUVLi)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3DonWFW (Extra Data)
    NME (inter-ocular)· uses extra data· 2021-11-03
    3.72
    best: 4.57 (VGG-F)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3DonWFLW
    FR@10 (inter-ocular)· 2021-11-03
    1.55
    best: 35.24 (ESR)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3DonWFLW
    NME (inter-ocular)· 2021-11-03
    3.72
    best: 11.13 (ESR)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360

Medical11 results

  • 3D Face ModellingonWFW (Extra Data)
    AUC@10 (inter-ocular)· uses extra data· 2021-11-03
    63.1
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ModellingonCOFW-68 (300WLP)
    AUC@7· 2021-11-03
    64.9
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face Modellingon300W Split 2 (300W-LP)
    AUC@7 (bbox)· 2021-11-03
    71.1
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face Modellingon300W Split 2 (300W-LP)
    NME (inter-ocular)· 2021-11-03
    2.94
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ModellingonWFLW
    AUC@10 (inter-ocular)· 2021-11-03
    63.81
    SOTA
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ModellingonWFW (Extra Data)
    FR@10 (inter-ocular)· uses extra data· 2021-11-03
    1.55
    best: 3.12 (LUVLi)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ModellingonWFW (Extra Data)
    NME (inter-ocular)· uses extra data· 2021-11-03
    3.72
    best: 4.57 (VGG-F)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ModellingonCOFW-68 (300WLP)
    NME (box)· 2021-11-03
    2.47
    best: 2.95 (2D-FAN)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face Modellingon300W Split 2 (300W-LP)
    NME (bbox)· 2021-11-03
    2.04
    best: 2.32 (2D-FAN)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ModellingonWFLW
    FR@10 (inter-ocular)· 2021-11-03
    1.55
    best: 35.24 (ESR)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360
  • 3D Face ModellingonWFLW
    NME (inter-ocular)· 2021-11-03
    3.72
    best: 11.13 (ESR)
    Subpixel Heatmap Regression for Facial Landmark LocalizationarXiv:2111.02360