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Models/ArcFace+CSFM

ArcFace+CSFM

Reported on 60 benchmarks across 7 tasks · 1 paper · 42 SOTA

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

Computer Vision25 results

  • Face VerificationonIJB-C
    Rank-1· 2022-07-20
    96.31
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face VerificationonIJB-C
    Rank-5· 2022-07-20
    97.48
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face ReconstructiononIJB-B
    Rank-1· 2022-07-20
    0.9496
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face ReconstructiononIJB-B
    Rank-5· 2022-07-20
    0.9684
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face ReconstructiononIJB-B
    TAR @ FAR=1e-3· 2022-07-20
    0.9621
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face ReconstructiononIJB-B
    TAR @ FAR=1e-4· 2022-07-20
    0.9461
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face ReconstructiononIJB-B
    TAR @ FAR=1e-5· 2022-07-20
    0.9095
    best: 92.29 (CAFace+AdaFace (WebFace4M))
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face ReconstructiononIJB-C
    Rank-1· 2022-07-20
    96.31
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face ReconstructiononIJB-C
    Rank-5· 2022-07-20
    97.48
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ReconstructiononIJB-B
    Rank-1· 2022-07-20
    0.9496
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ReconstructiononIJB-B
    Rank-5· 2022-07-20
    0.9684
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ReconstructiononIJB-B
    TAR @ FAR=1e-3· 2022-07-20
    0.9621
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ReconstructiononIJB-B
    TAR @ FAR=1e-4· 2022-07-20
    0.9461
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ReconstructiononIJB-B
    TAR @ FAR=1e-5· 2022-07-20
    0.9095
    best: 92.29 (CAFace+AdaFace (WebFace4M))
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ReconstructiononIJB-C
    Rank-1· 2022-07-20
    96.31
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ReconstructiononIJB-C
    Rank-5· 2022-07-20
    97.48
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face VerificationonIJB-S
    Rank-1 (Video2Booking)· 2022-07-20
    65.95
    best: 72.65 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face VerificationonIJB-S
    Rank-1 (Video2Single)· 2022-07-20
    63.86
    best: 72.54 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face VerificationonIJB-S
    Rank-1 (Video2Video)· 2022-07-20
    21.38
    best: 39.14 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face ReconstructiononIJB-S
    Rank-1 (Video2Booking)· 2022-07-20
    65.95
    best: 72.65 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face ReconstructiononIJB-S
    Rank-1 (Video2Single)· 2022-07-20
    63.86
    best: 72.54 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face ReconstructiononIJB-S
    Rank-1 (Video2Video)· 2022-07-20
    21.38
    best: 39.14 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ReconstructiononIJB-S
    Rank-1 (Video2Booking)· 2022-07-20
    65.95
    best: 72.65 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ReconstructiononIJB-S
    Rank-1 (Video2Single)· 2022-07-20
    63.86
    best: 72.54 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ReconstructiononIJB-S
    Rank-1 (Video2Video)· 2022-07-20
    21.38
    best: 39.14 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180

Methodology15 results

  • Face RecognitiononIJB-B
    Rank-1· 2022-07-20
    0.9496
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face RecognitiononIJB-B
    Rank-5· 2022-07-20
    0.9684
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face RecognitiononIJB-B
    TAR @ FAR=1e-3· 2022-07-20
    0.9621
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face RecognitiononIJB-B
    TAR @ FAR=1e-4· 2022-07-20
    0.9461
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Face RecognitiononIJB-B
    TAR @ FAR=1e-5· 2022-07-20
    0.9095
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3DonIJB-B
    Rank-1· 2022-07-20
    0.9496
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3DonIJB-B
    Rank-5· 2022-07-20
    0.9684
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3DonIJB-B
    TAR @ FAR=1e-3· 2022-07-20
    0.9621
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3DonIJB-B
    TAR @ FAR=1e-4· 2022-07-20
    0.9461
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3DonIJB-B
    TAR @ FAR=1e-5· 2022-07-20
    0.9095
    best: 92.29 (CAFace+AdaFace (WebFace4M))
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3DonIJB-C
    Rank-1· 2022-07-20
    96.31
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3DonIJB-C
    Rank-5· 2022-07-20
    97.48
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3DonIJB-S
    Rank-1 (Video2Booking)· 2022-07-20
    65.95
    best: 72.65 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3DonIJB-S
    Rank-1 (Video2Single)· 2022-07-20
    63.86
    best: 72.54 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3DonIJB-S
    Rank-1 (Video2Video)· 2022-07-20
    21.38
    best: 39.14 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180

Music10 results

  • Facial Recognition and ModellingonIJB-B
    Rank-1· 2022-07-20
    0.9496
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Facial Recognition and ModellingonIJB-B
    Rank-5· 2022-07-20
    0.9684
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Facial Recognition and ModellingonIJB-B
    TAR @ FAR=1e-3· 2022-07-20
    0.9621
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Facial Recognition and ModellingonIJB-B
    TAR @ FAR=1e-4· 2022-07-20
    0.9461
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Facial Recognition and ModellingonIJB-B
    TAR @ FAR=1e-5· 2022-07-20
    0.9095
    best: 92.29 (CAFace+AdaFace (WebFace4M))
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Facial Recognition and ModellingonIJB-C
    Rank-1· 2022-07-20
    96.31
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Facial Recognition and ModellingonIJB-C
    Rank-5· 2022-07-20
    97.48
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Facial Recognition and ModellingonIJB-S
    Rank-1 (Video2Booking)· 2022-07-20
    65.95
    best: 72.65 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Facial Recognition and ModellingonIJB-S
    Rank-1 (Video2Single)· 2022-07-20
    63.86
    best: 72.54 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • Facial Recognition and ModellingonIJB-S
    Rank-1 (Video2Video)· 2022-07-20
    21.38
    best: 39.14 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180

Medical10 results

  • 3D Face ModellingonIJB-B
    Rank-1· 2022-07-20
    0.9496
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ModellingonIJB-B
    Rank-5· 2022-07-20
    0.9684
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ModellingonIJB-B
    TAR @ FAR=1e-3· 2022-07-20
    0.9621
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ModellingonIJB-B
    TAR @ FAR=1e-4· 2022-07-20
    0.9461
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ModellingonIJB-B
    TAR @ FAR=1e-5· 2022-07-20
    0.9095
    best: 92.29 (CAFace+AdaFace (WebFace4M))
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ModellingonIJB-C
    Rank-1· 2022-07-20
    96.31
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ModellingonIJB-C
    Rank-5· 2022-07-20
    97.48
    SOTA
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ModellingonIJB-S
    Rank-1 (Video2Booking)· 2022-07-20
    65.95
    best: 72.65 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ModellingonIJB-S
    Rank-1 (Video2Single)· 2022-07-20
    63.86
    best: 72.54 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180
  • 3D Face ModellingonIJB-S
    Rank-1 (Video2Video)· 2022-07-20
    21.38
    best: 39.14 (AdaFace+CSFM)
    Controllable and Guided Face Synthesis for Unconstrained Face RecognitionarXiv:2207.10180