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Models/Mag+UNPG

Mag+UNPG

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

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

Computer Vision6 results

  • Face VerificationonIJB-B
    TAR@FAR=0.0001· 2022-03-22
    95.21
    best: 96.71 (PartialFC(WebFace42M))
    SOTA
    Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionarXiv:2203.11593
  • Face ReconstructiononIJB-B
    TAR@FAR=0.0001· 2022-03-22
    95.21
    best: 96.71 (PartialFC(WebFace42M))
    SOTA
    Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionarXiv:2203.11593
  • 3D Face ReconstructiononIJB-B
    TAR@FAR=0.0001· 2022-03-22
    95.21
    best: 96.71 (PartialFC(WebFace42M))
    SOTA
    Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionarXiv:2203.11593
  • Face VerificationonIJB-B
    TAR @ FAR=0.001· 2022-03-22
    96.5
    best: 96.91 (CAFace+AdaFace (WebFace4M))
    Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionarXiv:2203.11593
  • Face ReconstructiononIJB-B
    TAR @ FAR=0.001· 2022-03-22
    96.5
    best: 96.91 (CAFace+AdaFace (WebFace4M))
    Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionarXiv:2203.11593
  • 3D Face ReconstructiononIJB-B
    TAR @ FAR=0.001· 2022-03-22
    96.5
    best: 96.91 (CAFace+AdaFace (WebFace4M))
    Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionarXiv:2203.11593

Music2 results

  • Facial Recognition and ModellingonIJB-B
    TAR@FAR=0.0001· 2022-03-22
    95.21
    best: 96.71 (PartialFC(WebFace42M))
    SOTA
    Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionarXiv:2203.11593
  • Facial Recognition and ModellingonIJB-B
    TAR @ FAR=0.001· 2022-03-22
    96.5
    best: 96.91 (CAFace+AdaFace (WebFace4M))
    Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionarXiv:2203.11593

Methodology2 results

  • 3DonIJB-B
    TAR@FAR=0.0001· 2022-03-22
    95.21
    best: 96.71 (PartialFC(WebFace42M))
    SOTA
    Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionarXiv:2203.11593
  • 3DonIJB-B
    TAR @ FAR=0.001· 2022-03-22
    96.5
    best: 96.91 (CAFace+AdaFace (WebFace4M))
    Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionarXiv:2203.11593

Medical2 results

  • 3D Face ModellingonIJB-B
    TAR@FAR=0.0001· 2022-03-22
    95.21
    best: 96.71 (PartialFC(WebFace42M))
    SOTA
    Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionarXiv:2203.11593
  • 3D Face ModellingonIJB-B
    TAR @ FAR=0.001· 2022-03-22
    96.5
    best: 96.91 (CAFace+AdaFace (WebFace4M))
    Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionarXiv:2203.11593