TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/QMagFace

QMagFace

Reported on 43 benchmarks across 7 tasks · 1 paper · 36 SOTA

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

Computer Vision22 results

  • Face VerificationonCFP-FP
    Accuracy· 2021-11-26
    0.9874
    best: 0.9951 (PartialFC (R200))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face VerificationonIJB-C
    TAR @ FAR=1e-2· 2021-11-26
    98.51
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face VerificationonIJB-C
    TAR @ FAR=1e-3· 2021-11-26
    97.62
    best: 98.08 (CAFace+AdaFace (WebFace4M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face VerificationonIJB-B
    TAR @ FAR=0.0001· 2021-11-26
    94.7
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face VerificationonIJB-B
    TAR @ FAR=0.001· 2021-11-26
    96.48
    best: 96.91 (CAFace+AdaFace (WebFace4M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face VerificationonIJB-B
    TAR@FAR=0.0001· 2021-11-26
    94.7
    best: 96.71 (PartialFC(WebFace42M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face ReconstructiononCFP-FP
    Accuracy· 2021-11-26
    0.9874
    best: 0.9951 (PartialFC (R200))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face ReconstructiononIJB-C
    TAR @ FAR=1e-2· 2021-11-26
    98.51
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face ReconstructiononIJB-C
    TAR @ FAR=1e-3· 2021-11-26
    97.62
    best: 98.08 (CAFace+AdaFace (WebFace4M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face ReconstructiononIJB-B
    TAR @ FAR=0.0001· 2021-11-26
    94.7
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face ReconstructiononIJB-B
    TAR @ FAR=0.001· 2021-11-26
    96.48
    best: 96.91 (CAFace+AdaFace (WebFace4M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face ReconstructiononIJB-B
    TAR@FAR=0.0001· 2021-11-26
    94.7
    best: 96.71 (PartialFC(WebFace42M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ReconstructiononCFP-FP
    Accuracy· 2021-11-26
    0.9874
    best: 0.9951 (PartialFC (R200))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ReconstructiononIJB-C
    TAR @ FAR=1e-2· 2021-11-26
    98.51
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ReconstructiononIJB-C
    TAR @ FAR=1e-3· 2021-11-26
    97.62
    best: 98.08 (CAFace+AdaFace (WebFace4M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ReconstructiononIJB-B
    TAR @ FAR=0.0001· 2021-11-26
    94.7
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ReconstructiononIJB-B
    TAR @ FAR=0.001· 2021-11-26
    96.48
    best: 96.91 (CAFace+AdaFace (WebFace4M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ReconstructiononIJB-B
    TAR@FAR=0.0001· 2021-11-26
    94.7
    best: 96.71 (PartialFC(WebFace42M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face ReconstructiononLFW
    Accuracy· 2021-11-26
    0.985
    best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face ReconstructiononCFP-FP
    Accuracy· 2021-11-26
    0.8395
    best: 0.9951 (PartialFC (R200))
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ReconstructiononLFW
    Accuracy· 2021-11-26
    0.985
    best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ReconstructiononCFP-FP
    Accuracy· 2021-11-26
    0.8395
    best: 0.9951 (PartialFC (R200))
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475

Methodology10 results

  • 3DonCFP-FP
    Accuracy· 2021-11-26
    0.9874
    best: 0.9951 (PartialFC (R200))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3DonIJB-C
    TAR @ FAR=1e-2· 2021-11-26
    98.51
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3DonIJB-C
    TAR @ FAR=1e-3· 2021-11-26
    97.62
    best: 98.08 (CAFace+AdaFace (WebFace4M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3DonIJB-B
    TAR @ FAR=0.0001· 2021-11-26
    94.7
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3DonIJB-B
    TAR @ FAR=0.001· 2021-11-26
    96.48
    best: 96.91 (CAFace+AdaFace (WebFace4M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3DonIJB-B
    TAR@FAR=0.0001· 2021-11-26
    94.7
    best: 96.71 (PartialFC(WebFace42M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face RecognitiononLFW
    Accuracy· 2021-11-26
    0.985
    best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Face RecognitiononCFP-FP
    Accuracy· 2021-11-26
    0.8395
    best: 0.9933 (GhostFaceNetV2-1)
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3DonLFW
    Accuracy· 2021-11-26
    0.985
    best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3DonCFP-FP
    Accuracy· 2021-11-26
    0.8395
    best: 0.9951 (PartialFC (R200))
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475

Music8 results

  • Facial Recognition and ModellingonCFP-FP
    Accuracy· 2021-11-26
    0.9874
    best: 0.9951 (PartialFC (R200))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Facial Recognition and ModellingonIJB-C
    TAR @ FAR=1e-2· 2021-11-26
    98.51
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Facial Recognition and ModellingonIJB-C
    TAR @ FAR=1e-3· 2021-11-26
    97.62
    best: 98.08 (CAFace+AdaFace (WebFace4M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Facial Recognition and ModellingonIJB-B
    TAR @ FAR=0.0001· 2021-11-26
    94.7
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Facial Recognition and ModellingonIJB-B
    TAR @ FAR=0.001· 2021-11-26
    96.48
    best: 96.91 (CAFace+AdaFace (WebFace4M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Facial Recognition and ModellingonIJB-B
    TAR@FAR=0.0001· 2021-11-26
    94.7
    best: 96.71 (PartialFC(WebFace42M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Facial Recognition and ModellingonLFW
    Accuracy· 2021-11-26
    0.985
    best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • Facial Recognition and ModellingonCFP-FP
    Accuracy· 2021-11-26
    0.8395
    best: 0.9951 (PartialFC (R200))
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475

Medical8 results

  • 3D Face ModellingonCFP-FP
    Accuracy· 2021-11-26
    0.9874
    best: 0.9951 (PartialFC (R200))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ModellingonIJB-C
    TAR @ FAR=1e-2· 2021-11-26
    98.51
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ModellingonIJB-C
    TAR @ FAR=1e-3· 2021-11-26
    97.62
    best: 98.08 (CAFace+AdaFace (WebFace4M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ModellingonIJB-B
    TAR @ FAR=0.0001· 2021-11-26
    94.7
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ModellingonIJB-B
    TAR @ FAR=0.001· 2021-11-26
    96.48
    best: 96.91 (CAFace+AdaFace (WebFace4M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ModellingonIJB-B
    TAR@FAR=0.0001· 2021-11-26
    94.7
    best: 96.71 (PartialFC(WebFace42M))
    SOTA
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ModellingonLFW
    Accuracy· 2021-11-26
    0.985
    best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475
  • 3D Face ModellingonCFP-FP
    Accuracy· 2021-11-26
    0.8395
    best: 0.9951 (PartialFC (R200))
    QMagFace: Simple and Accurate Quality-Aware Face RecognitionarXiv:2111.13475