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Models/Augmented Autoencoder

Augmented Autoencoder

Reported on 6 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Computer Vision4 results

  • Pose EstimationonT-LESS
    Mean Recall· 2019-02-04
    72.76
    SOTA
    Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesarXiv:1902.01275
  • Pose EstimationonT-LESS
    Mean Recall· 2019-02-04
    36.8
    best: 72.76
    Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesarXiv:1902.01275
  • Pose EstimationonLineMOD
    Mean ADD· 2019-02-04
    28.7
    best: 99.7 (RCVPose+ICP)
    Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesarXiv:1902.01275
  • Pose EstimationonLineMOD
    Mean ADD· 2019-02-04
    64.67
    best: 99.7 (RCVPose+ICP)
    Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesarXiv:1902.01275

Methodology4 results

  • 3DonT-LESS
    Mean Recall· 2019-02-04
    72.76
    SOTA
    Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesarXiv:1902.01275
  • 3DonT-LESS
    Mean Recall· 2019-02-04
    36.8
    best: 72.76
    Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesarXiv:1902.01275
  • 3DonLineMOD
    Mean ADD· 2019-02-04
    28.7
    best: 99.7 (RCVPose+ICP)
    Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesarXiv:1902.01275
  • 3DonLineMOD
    Mean ADD· 2019-02-04
    64.67
    best: 99.7 (RCVPose+ICP)
    Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesarXiv:1902.01275

Audio4 results

  • 1 Image, 2*2 StitchionT-LESS
    Mean Recall· 2019-02-04
    72.76
    SOTA
    Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesarXiv:1902.01275
  • 1 Image, 2*2 StitchionT-LESS
    Mean Recall· 2019-02-04
    36.8
    best: 72.76
    Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesarXiv:1902.01275
  • 1 Image, 2*2 StitchionLineMOD
    Mean ADD· 2019-02-04
    28.7
    best: 99.7 (RCVPose+ICP)
    Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesarXiv:1902.01275
  • 1 Image, 2*2 StitchionLineMOD
    Mean ADD· 2019-02-04
    64.67
    best: 99.7 (RCVPose+ICP)
    Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesarXiv:1902.01275