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Models/OcularAI-Face

OcularAI-Face

Reported on 24 benchmarks across 6 tasks · 1 paper · 18 SOTA

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

Computer Vision8 results

  • Face ReconstructiononLFW
    F1-score· 2023-03-24
    0.9421
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • Face ReconstructiononLFW
    Precision· 2023-03-24
    0.9934
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • Face ReconstructiononLFW
    Recall· 2023-03-24
    0.896
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • 3D Face ReconstructiononLFW
    F1-score· 2023-03-24
    0.9421
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • 3D Face ReconstructiononLFW
    Precision· 2023-03-24
    0.9934
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • 3D Face ReconstructiononLFW
    Recall· 2023-03-24
    0.896
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • Face ReconstructiononLFW
    Accuracy· 2023-03-24
    0.945
    best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • 3D Face ReconstructiononLFW
    Accuracy· 2023-03-24
    0.945
    best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863

Methodology8 results

  • Face RecognitiononLFW
    F1-score· 2023-03-24
    0.9421
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • Face RecognitiononLFW
    Precision· 2023-03-24
    0.9934
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • Face RecognitiononLFW
    Recall· 2023-03-24
    0.896
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • 3DonLFW
    F1-score· 2023-03-24
    0.9421
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • 3DonLFW
    Precision· 2023-03-24
    0.9934
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • 3DonLFW
    Recall· 2023-03-24
    0.896
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • Face RecognitiononLFW
    Accuracy· 2023-03-24
    0.945
    best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • 3DonLFW
    Accuracy· 2023-03-24
    0.945
    best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863

Music4 results

  • Facial Recognition and ModellingonLFW
    F1-score· 2023-03-24
    0.9421
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • Facial Recognition and ModellingonLFW
    Precision· 2023-03-24
    0.9934
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • Facial Recognition and ModellingonLFW
    Recall· 2023-03-24
    0.896
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • Facial Recognition and ModellingonLFW
    Accuracy· 2023-03-24
    0.945
    best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863

Medical4 results

  • 3D Face ModellingonLFW
    F1-score· 2023-03-24
    0.9421
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • 3D Face ModellingonLFW
    Precision· 2023-03-24
    0.9934
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • 3D Face ModellingonLFW
    Recall· 2023-03-24
    0.896
    SOTA
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863
  • 3D Face ModellingonLFW
    Accuracy· 2023-03-24
    0.945
    best: 0.998667 (GhostFaceNetV2-1 (MS1MV3))
    MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedarXiv:2303.13863