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Models/ExPose (hand sub-network h)

ExPose (hand sub-network h)

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

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

Computer Vision12 results

  • HandonFreiHAND
    PA-MPJPE· 2020-08-20
    12.2
    best: 15.7 (DetNet)
    SOTA
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • Pose EstimationonFreiHAND
    PA-MPJPE· 2020-08-20
    12.2
    best: 15.7 (DetNet)
    SOTA
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • 3D Hand Pose EstimationonFreiHAND
    PA-MPJPE· 2020-08-20
    12.2
    best: 15.7 (DetNet)
    SOTA
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • HandonFreiHAND
    PA-F@15mm· 2020-08-20
    0.918
    best: 0.993 (ExtPose)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • HandonFreiHAND
    PA-F@5mm· 2020-08-20
    0.484
    best: 0.825 (WiLoR)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • HandonFreiHAND
    PA-MPVPE· 2020-08-20
    11.8
    best: 13.2 (Hasson et al.)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • Pose EstimationonFreiHAND
    PA-F@15mm· 2020-08-20
    0.918
    best: 0.993 (ExtPose)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • Pose EstimationonFreiHAND
    PA-F@5mm· 2020-08-20
    0.484
    best: 0.825 (WiLoR)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • Pose EstimationonFreiHAND
    PA-MPVPE· 2020-08-20
    11.8
    best: 13.2 (Hasson et al.)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • 3D Hand Pose EstimationonFreiHAND
    PA-F@15mm· 2020-08-20
    0.918
    best: 0.993 (ExtPose)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • 3D Hand Pose EstimationonFreiHAND
    PA-F@5mm· 2020-08-20
    0.484
    best: 0.825 (WiLoR)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • 3D Hand Pose EstimationonFreiHAND
    PA-MPVPE· 2020-08-20
    11.8
    best: 13.2 (Hasson et al.)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062

Graphs4 results

  • Hand Pose EstimationonFreiHAND
    PA-MPJPE· 2020-08-20
    12.2
    best: 15.7 (DetNet)
    SOTA
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • Hand Pose EstimationonFreiHAND
    PA-F@15mm· 2020-08-20
    0.918
    best: 0.993 (ExtPose)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • Hand Pose EstimationonFreiHAND
    PA-F@5mm· 2020-08-20
    0.484
    best: 0.825 (WiLoR)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • Hand Pose EstimationonFreiHAND
    PA-MPVPE· 2020-08-20
    11.8
    best: 13.2 (Hasson et al.)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062

Methodology4 results

  • 3DonFreiHAND
    PA-MPJPE· 2020-08-20
    12.2
    best: 15.7 (DetNet)
    SOTA
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • 3DonFreiHAND
    PA-F@15mm· 2020-08-20
    0.918
    best: 0.993 (ExtPose)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • 3DonFreiHAND
    PA-F@5mm· 2020-08-20
    0.484
    best: 0.825 (WiLoR)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • 3DonFreiHAND
    PA-MPVPE· 2020-08-20
    11.8
    best: 13.2 (Hasson et al.)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062

Audio4 results

  • 1 Image, 2*2 StitchionFreiHAND
    PA-MPJPE· 2020-08-20
    12.2
    best: 15.7 (DetNet)
    SOTA
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • 1 Image, 2*2 StitchionFreiHAND
    PA-F@15mm· 2020-08-20
    0.918
    best: 0.993 (ExtPose)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • 1 Image, 2*2 StitchionFreiHAND
    PA-F@5mm· 2020-08-20
    0.484
    best: 0.825 (WiLoR)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062
  • 1 Image, 2*2 StitchionFreiHAND
    PA-MPVPE· 2020-08-20
    11.8
    best: 13.2 (Hasson et al.)
    Monocular Expressive Body Regression through Body-Driven AttentionarXiv:2008.09062