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/ArcFace

ArcFace

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 Vision4 results

  • Face ReconstructiononCelebA+masks
    Accuracy· 2018-01-23
    91.78
    best: 95.43 (Fine-tuned ArcFace)
    SOTA
    ArcFace: Additive Angular Margin Loss for Deep Face RecognitionarXiv:1801.07698
  • Face ReconstructiononCASIA-WebFace+masks
    Accuracy· uses extra data· 2018-01-23
    87.95
    best: 91.47 (Fine-tuned ArcFace)
    SOTA
    ArcFace: Additive Angular Margin Loss for Deep Face RecognitionarXiv:1801.07698
  • 3D Face ReconstructiononCelebA+masks
    Accuracy· 2018-01-23
    91.78
    best: 95.43 (Fine-tuned ArcFace)
    SOTA
    ArcFace: Additive Angular Margin Loss for Deep Face RecognitionarXiv:1801.07698
  • 3D Face ReconstructiononCASIA-WebFace+masks
    Accuracy· uses extra data· 2018-01-23
    87.95
    best: 91.47 (Fine-tuned ArcFace)
    SOTA
    ArcFace: Additive Angular Margin Loss for Deep Face RecognitionarXiv:1801.07698

Methodology4 results

  • Face RecognitiononCelebA+masks
    Accuracy· 2018-01-23
    91.78
    best: 95.43 (Fine-tuned ArcFace)
    SOTA
    ArcFace: Additive Angular Margin Loss for Deep Face RecognitionarXiv:1801.07698
  • Face RecognitiononCASIA-WebFace+masks
    Accuracy· uses extra data· 2018-01-23
    87.95
    best: 91.47 (Fine-tuned ArcFace)
    SOTA
    ArcFace: Additive Angular Margin Loss for Deep Face RecognitionarXiv:1801.07698
  • 3DonCelebA+masks
    Accuracy· 2018-01-23
    91.78
    best: 95.43 (Fine-tuned ArcFace)
    SOTA
    ArcFace: Additive Angular Margin Loss for Deep Face RecognitionarXiv:1801.07698
  • 3DonCASIA-WebFace+masks
    Accuracy· uses extra data· 2018-01-23
    87.95
    best: 91.47 (Fine-tuned ArcFace)
    SOTA
    ArcFace: Additive Angular Margin Loss for Deep Face RecognitionarXiv:1801.07698

Music2 results

  • Facial Recognition and ModellingonCelebA+masks
    Accuracy· 2018-01-23
    91.78
    best: 95.43 (Fine-tuned ArcFace)
    SOTA
    ArcFace: Additive Angular Margin Loss for Deep Face RecognitionarXiv:1801.07698
  • Facial Recognition and ModellingonCASIA-WebFace+masks
    Accuracy· uses extra data· 2018-01-23
    87.95
    best: 91.47 (Fine-tuned ArcFace)
    SOTA
    ArcFace: Additive Angular Margin Loss for Deep Face RecognitionarXiv:1801.07698

Medical2 results

  • 3D Face ModellingonCelebA+masks
    Accuracy· 2018-01-23
    91.78
    best: 95.43 (Fine-tuned ArcFace)
    SOTA
    ArcFace: Additive Angular Margin Loss for Deep Face RecognitionarXiv:1801.07698
  • 3D Face ModellingonCASIA-WebFace+masks
    Accuracy· uses extra data· 2018-01-23
    87.95
    best: 91.47 (Fine-tuned ArcFace)
    SOTA
    ArcFace: Additive Angular Margin Loss for Deep Face RecognitionarXiv:1801.07698