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Models/6DRepNet360

6DRepNet360

Reported on 12 benchmarks across 3 tasks · 1 paper · 9 SOTA

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

Computer Vision4 results

  • Pose EstimationonCMU Panoptic + 300W-LP
    MAE· 2023-09-14
    2.66
    SOTA
    Towards Robust and Unconstrained Full Range of Rotation Head Pose EstimationarXiv:2309.07654
  • Pose EstimationonAFLW2000
    MAEV· 2023-09-14
    4.64
    SOTA
    Towards Robust and Unconstrained Full Range of Rotation Head Pose EstimationarXiv:2309.07654
  • Pose EstimationonBIWI
    MAEV· 2023-09-14
    4.85
    SOTA
    Towards Robust and Unconstrained Full Range of Rotation Head Pose EstimationarXiv:2309.07654
  • Pose EstimationonBIWI
    MAE (trained with other data)· 2023-09-14
    3.39
    best: 2.75 (TRG (w/ 300WLP))
    Towards Robust and Unconstrained Full Range of Rotation Head Pose EstimationarXiv:2309.07654

Methodology4 results

  • 3DonCMU Panoptic + 300W-LP
    MAE· 2023-09-14
    2.66
    SOTA
    Towards Robust and Unconstrained Full Range of Rotation Head Pose EstimationarXiv:2309.07654
  • 3DonAFLW2000
    MAEV· 2023-09-14
    4.64
    SOTA
    Towards Robust and Unconstrained Full Range of Rotation Head Pose EstimationarXiv:2309.07654
  • 3DonBIWI
    MAEV· 2023-09-14
    4.85
    SOTA
    Towards Robust and Unconstrained Full Range of Rotation Head Pose EstimationarXiv:2309.07654
  • 3DonBIWI
    MAE (trained with other data)· 2023-09-14
    3.39
    best: 2.75 (TRG (w/ 300WLP))
    Towards Robust and Unconstrained Full Range of Rotation Head Pose EstimationarXiv:2309.07654

Audio4 results

  • 1 Image, 2*2 StitchionCMU Panoptic + 300W-LP
    MAE· 2023-09-14
    2.66
    SOTA
    Towards Robust and Unconstrained Full Range of Rotation Head Pose EstimationarXiv:2309.07654
  • 1 Image, 2*2 StitchionAFLW2000
    MAEV· 2023-09-14
    4.64
    SOTA
    Towards Robust and Unconstrained Full Range of Rotation Head Pose EstimationarXiv:2309.07654
  • 1 Image, 2*2 StitchionBIWI
    MAEV· 2023-09-14
    4.85
    SOTA
    Towards Robust and Unconstrained Full Range of Rotation Head Pose EstimationarXiv:2309.07654
  • 1 Image, 2*2 StitchionBIWI
    MAE (trained with other data)· 2023-09-14
    3.39
    best: 2.75 (TRG (w/ 300WLP))
    Towards Robust and Unconstrained Full Range of Rotation Head Pose EstimationarXiv:2309.07654