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Models/IVT (f=5)

IVT (f=5)

Reported on 13 benchmarks across 5 tasks · 1 paper

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

Computer Vision7 results

  • 3D Human Pose Estimationon3DPW
    PA-MPJPE· 2022-08-06
    46
    best: 157 (Simple-baseline)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431
  • 3D Human Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2022-08-06
    40.2
    best: 131.7 (Rhodin et al.)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431
  • 3D Human Pose EstimationonPanoptic
    Average MPJPE (mm)· uses extra data· 2022-08-06
    48.4
    best: 135.4 (BMP)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431
  • Pose Estimationon3DPW
    PA-MPJPE· 2022-08-06
    46
    best: 157 (Simple-baseline)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2022-08-06
    40.2
    best: 131.7 (Rhodin et al.)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431
  • Pose EstimationonPanoptic
    Average MPJPE (mm)· uses extra data· 2022-08-06
    48.4
    best: 135.4 (BMP)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431
  • 3D Multi-Person Pose EstimationonPanoptic
    Average MPJPE (mm)· uses extra data· 2022-08-06
    48.4
    best: 135.4 (BMP)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431

Methodology3 results

  • 3Don3DPW
    PA-MPJPE· 2022-08-06
    46
    best: 157 (Simple-baseline)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431
  • 3DonHuman3.6M
    Average MPJPE (mm)· 2022-08-06
    40.2
    best: 131.7 (Rhodin et al.)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431
  • 3DonPanoptic
    Average MPJPE (mm)· uses extra data· 2022-08-06
    48.4
    best: 135.4 (BMP)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431

Audio3 results

  • 1 Image, 2*2 Stitchion3DPW
    PA-MPJPE· 2022-08-06
    46
    best: 157 (Simple-baseline)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431
  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm)· 2022-08-06
    40.2
    best: 131.7 (Rhodin et al.)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431
  • 1 Image, 2*2 StitchionPanoptic
    Average MPJPE (mm)· uses extra data· 2022-08-06
    48.4
    best: 135.4 (BMP)
    IVT: An End-to-End Instance-guided Video Transformer for 3D Pose EstimationarXiv:2208.03431