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Models/Kinematic3D

Kinematic3D

Reported on 9 benchmarks across 8 tasks · 1 paper · 6 SOTA

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

Methodology5 results

  • 3DonKITTI Cars Moderate
    AP Medium· uses extra data· 2020-07-19
    12.72
    best: 20.95 (CIE)
    SOTA
    Kinematic 3D Object Detection in Monocular VideoarXiv:2007.09548
  • 2D ClassificationonKITTI Cars Moderate
    AP Medium· uses extra data· 2020-07-19
    12.72
    best: 20.95 (CIE)
    SOTA
    Kinematic 3D Object Detection in Monocular VideoarXiv:2007.09548
  • 2D Object DetectiononKITTI Cars Moderate
    AP Medium· uses extra data· 2020-07-19
    12.72
    best: 20.95 (CIE)
    SOTA
    Kinematic 3D Object Detection in Monocular VideoarXiv:2007.09548
  • 16konKITTI Cars Moderate
    AP Medium· uses extra data· 2020-07-19
    12.72
    best: 20.95 (CIE)
    SOTA
    Kinematic 3D Object Detection in Monocular VideoarXiv:2007.09548
  • 3DonKITTI Cars Hard
    Average Orientation Similarity· 2020-07-19
    34.81
    best: 80.96 (Ego-Net (Monocular RGB only))
    Kinematic 3D Object Detection in Monocular VideoarXiv:2007.09548

Computer Vision3 results

  • Object DetectiononKITTI Cars Moderate
    AP Medium· uses extra data· 2020-07-19
    12.72
    best: 20.95 (CIE)
    SOTA
    Kinematic 3D Object Detection in Monocular VideoarXiv:2007.09548
  • 3D Object DetectiononKITTI Cars Moderate
    AP Medium· uses extra data· 2020-07-19
    12.72
    best: 20.95 (CIE)
    SOTA
    Kinematic 3D Object Detection in Monocular VideoarXiv:2007.09548
  • Pose EstimationonKITTI Cars Hard
    Average Orientation Similarity· 2020-07-19
    34.81
    best: 80.96 (Ego-Net (Monocular RGB only))
    Kinematic 3D Object Detection in Monocular VideoarXiv:2007.09548

Audio1 result

  • 1 Image, 2*2 StitchionKITTI Cars Hard
    Average Orientation Similarity· 2020-07-19
    34.81
    best: 80.96 (Ego-Net (Monocular RGB only))
    Kinematic 3D Object Detection in Monocular VideoarXiv:2007.09548