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Models/PIC - MagFace

PIC - MagFace

Reported on 24 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 Vision8 results

  • Face ReconstructiononMORPH
    FNMR [%] @ 10-3 FMR· 2022-11-22
    0.96
    SOTA
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • 3D Face ReconstructiononMORPH
    FNMR [%] @ 10-3 FMR· 2022-11-22
    0.96
    SOTA
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • Face Reconstructiononmebeblurf
    FNMR [%] @ 10-3 FMR· 2022-11-22
    9.75
    best: 10.1 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • Face ReconstructiononLFW
    FNMR [%] @ 10-3 FMR· 2022-11-22
    0.05
    best: 4.38 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • Face ReconstructiononColor FERET
    FNMR [%] @ 10-3 FMR· 2022-11-22
    3.92
    best: 4.22 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • 3D Face Reconstructiononmebeblurf
    FNMR [%] @ 10-3 FMR· 2022-11-22
    9.75
    best: 10.1 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • 3D Face ReconstructiononLFW
    FNMR [%] @ 10-3 FMR· 2022-11-22
    0.05
    best: 4.38 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • 3D Face ReconstructiononColor FERET
    FNMR [%] @ 10-3 FMR· 2022-11-22
    3.92
    best: 4.22 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483

Methodology8 results

  • Face RecognitiononMORPH
    FNMR [%] @ 10-3 FMR· 2022-11-22
    0.96
    SOTA
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • 3DonMORPH
    FNMR [%] @ 10-3 FMR· 2022-11-22
    0.96
    SOTA
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • Face Recognitiononmebeblurf
    FNMR [%] @ 10-3 FMR· 2022-11-22
    9.75
    best: 10.1 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • Face RecognitiononLFW
    FNMR [%] @ 10-3 FMR· 2022-11-22
    0.05
    best: 4.38 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • Face RecognitiononColor FERET
    FNMR [%] @ 10-3 FMR· 2022-11-22
    3.92
    best: 4.22 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • 3Donmebeblurf
    FNMR [%] @ 10-3 FMR· 2022-11-22
    9.75
    best: 10.1 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • 3DonLFW
    FNMR [%] @ 10-3 FMR· 2022-11-22
    0.05
    best: 4.38 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • 3DonColor FERET
    FNMR [%] @ 10-3 FMR· 2022-11-22
    3.92
    best: 4.22 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483

Music4 results

  • Facial Recognition and ModellingonMORPH
    FNMR [%] @ 10-3 FMR· 2022-11-22
    0.96
    SOTA
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • Facial Recognition and Modellingonmebeblurf
    FNMR [%] @ 10-3 FMR· 2022-11-22
    9.75
    best: 10.1 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • Facial Recognition and ModellingonLFW
    FNMR [%] @ 10-3 FMR· 2022-11-22
    0.05
    best: 4.38 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • Facial Recognition and ModellingonColor FERET
    FNMR [%] @ 10-3 FMR· 2022-11-22
    3.92
    best: 4.22 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483

Medical4 results

  • 3D Face ModellingonMORPH
    FNMR [%] @ 10-3 FMR· 2022-11-22
    0.96
    SOTA
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • 3D Face Modellingonmebeblurf
    FNMR [%] @ 10-3 FMR· 2022-11-22
    9.75
    best: 10.1 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • 3D Face ModellingonLFW
    FNMR [%] @ 10-3 FMR· 2022-11-22
    0.05
    best: 4.38 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483
  • 3D Face ModellingonColor FERET
    FNMR [%] @ 10-3 FMR· 2022-11-22
    3.92
    best: 4.22 (PIC - ArcFace)
    PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) RecognitionarXiv:2211.12483