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Models/VarGNet

VarGNet

Reported on 12 benchmarks across 6 tasks · 1 paper · 12 SOTA

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

Computer Vision6 results

  • Face VerificationonAgeDB-30
    Accuracy· 2019-07-12
    0.97333
    best: 0.987 (PartialFC(R200))
    SOTA
    VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded ComputingarXiv:1907.05653
  • Face VerificationonCFP-FP
    Accuracy· 2019-07-12
    0.89829
    best: 0.9951 (PartialFC (R200))
    SOTA
    VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded ComputingarXiv:1907.05653
  • Face ReconstructiononAgeDB-30
    Accuracy· 2019-07-12
    0.97333
    best: 71.62 (USynthFace)
    SOTA
    VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded ComputingarXiv:1907.05653
  • Face ReconstructiononCFP-FP
    Accuracy· 2019-07-12
    0.89829
    best: 0.9951 (PartialFC (R200))
    SOTA
    VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded ComputingarXiv:1907.05653
  • 3D Face ReconstructiononAgeDB-30
    Accuracy· 2019-07-12
    0.97333
    best: 71.62 (USynthFace)
    SOTA
    VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded ComputingarXiv:1907.05653
  • 3D Face ReconstructiononCFP-FP
    Accuracy· 2019-07-12
    0.89829
    best: 0.9951 (PartialFC (R200))
    SOTA
    VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded ComputingarXiv:1907.05653

Music2 results

  • Facial Recognition and ModellingonAgeDB-30
    Accuracy· 2019-07-12
    0.97333
    best: 71.62 (USynthFace)
    SOTA
    VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded ComputingarXiv:1907.05653
  • Facial Recognition and ModellingonCFP-FP
    Accuracy· 2019-07-12
    0.89829
    best: 0.9951 (PartialFC (R200))
    SOTA
    VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded ComputingarXiv:1907.05653

Methodology2 results

  • 3DonAgeDB-30
    Accuracy· 2019-07-12
    0.97333
    best: 71.62 (USynthFace)
    SOTA
    VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded ComputingarXiv:1907.05653
  • 3DonCFP-FP
    Accuracy· 2019-07-12
    0.89829
    best: 0.9951 (PartialFC (R200))
    SOTA
    VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded ComputingarXiv:1907.05653

Medical2 results

  • 3D Face ModellingonAgeDB-30
    Accuracy· 2019-07-12
    0.97333
    best: 71.62 (USynthFace)
    SOTA
    VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded ComputingarXiv:1907.05653
  • 3D Face ModellingonCFP-FP
    Accuracy· 2019-07-12
    0.89829
    best: 0.9951 (PartialFC (R200))
    SOTA
    VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded ComputingarXiv:1907.05653