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Models/MobilePose

MobilePose

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

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

Methodology16 results

  • 3DonGoogle Objectron
    AP at 10' Elevation error· 2020-03-07
    0.6658
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 3DonGoogle Objectron
    AP at 15' Azimuth error· 2020-03-07
    0.5088
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 3DonGoogle Objectron
    Average Precision at 0.5 3D IoU· 2020-03-07
    0.4624
    best: 0.7218 (Lin2021)
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 3DonGoogle Objectron
    MPE· 2020-03-07
    0.1001
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 2D ClassificationonGoogle Objectron
    AP at 10' Elevation error· 2020-03-07
    0.6658
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 2D ClassificationonGoogle Objectron
    AP at 15' Azimuth error· 2020-03-07
    0.5088
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 2D ClassificationonGoogle Objectron
    Average Precision at 0.5 3D IoU· 2020-03-07
    0.4624
    best: 0.7218 (Lin2021)
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 2D ClassificationonGoogle Objectron
    MPE· 2020-03-07
    0.1001
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 2D Object DetectiononGoogle Objectron
    AP at 10' Elevation error· 2020-03-07
    0.6658
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 2D Object DetectiononGoogle Objectron
    AP at 15' Azimuth error· 2020-03-07
    0.5088
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 2D Object DetectiononGoogle Objectron
    Average Precision at 0.5 3D IoU· 2020-03-07
    0.4624
    best: 0.7218 (Lin2021)
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 2D Object DetectiononGoogle Objectron
    MPE· 2020-03-07
    0.1001
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 16konGoogle Objectron
    AP at 10' Elevation error· 2020-03-07
    0.6658
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 16konGoogle Objectron
    AP at 15' Azimuth error· 2020-03-07
    0.5088
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 16konGoogle Objectron
    Average Precision at 0.5 3D IoU· 2020-03-07
    0.4624
    best: 0.7218 (Lin2021)
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 16konGoogle Objectron
    MPE· 2020-03-07
    0.1001
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522

Computer Vision8 results

  • Object DetectiononGoogle Objectron
    AP at 10' Elevation error· 2020-03-07
    0.6658
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • Object DetectiononGoogle Objectron
    AP at 15' Azimuth error· 2020-03-07
    0.5088
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • Object DetectiononGoogle Objectron
    Average Precision at 0.5 3D IoU· 2020-03-07
    0.4624
    best: 0.7218 (Lin2021)
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • Object DetectiononGoogle Objectron
    MPE· 2020-03-07
    0.1001
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 3D Object DetectiononGoogle Objectron
    AP at 10' Elevation error· 2020-03-07
    0.6658
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 3D Object DetectiononGoogle Objectron
    AP at 15' Azimuth error· 2020-03-07
    0.5088
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 3D Object DetectiononGoogle Objectron
    Average Precision at 0.5 3D IoU· 2020-03-07
    0.4624
    best: 0.7218 (Lin2021)
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522
  • 3D Object DetectiononGoogle Objectron
    MPE· 2020-03-07
    0.1001
    SOTA
    MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape SupervisionarXiv:2003.03522