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Models/SMPLer-X

SMPLer-X

Reported on 55 benchmarks across 6 tasks · 1 paper · 4 SOTA

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

Computer Vision31 results

  • 3D Human Pose EstimationonUBody
    PA-PVE-Hands· 2023-09-29
    10.3
    SOTA
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • Pose EstimationonUBody
    PA-PVE-Hands· 2023-09-29
    10.3
    SOTA
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • ReconstructiononEHF
    MPVPE· 2023-09-29
    62.4
    best: 70.8 (OSX)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • ReconstructiononEHF
    PA V2V (mm), whole body· 2023-09-29
    37.1
    best: 48.7 (OSX)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Human Pose Estimationon3DPW
    MPJPE· 2023-09-29
    75.2
    best: 130 (HMR)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Human Pose EstimationonUBody
    PA-PVE-All· 2023-09-29
    31.9
    best: 44.8 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Human Pose EstimationonUBody
    PA-PVE-Face· 2023-09-29
    2.8
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Human Pose EstimationonUBody
    PVE-All· 2023-09-29
    57.5
    best: 104.1 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Human Pose EstimationonUBody
    PVE-Face· 2023-09-29
    21.6
    best: 27 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Human Pose EstimationonUBody
    PVE-Hands· 2023-09-29
    40.2
    best: 45.7 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Human Pose EstimationonAGORA
    B-NMVE· 2023-09-29
    68.3
    best: 263.3 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Human Pose EstimationonAGORA
    F-MVE· 2023-09-29
    29.9
    best: 51.1 (ExPose)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Human Pose EstimationonAGORA
    FB-MVE· 2023-09-29
    99.7
    best: 236.5 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Human Pose EstimationonAGORA
    FB-NMVE· 2023-09-29
    107.2
    best: 333.1 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Human Pose EstimationonAGORA
    LH/RH-MVE· 2023-09-29
    39.3
    best: 45.7 (OSX)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • Pose Estimationon3DPW
    MPJPE· 2023-09-29
    75.2
    best: 130 (HMR)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • Pose EstimationonUBody
    PA-PVE-All· 2023-09-29
    31.9
    best: 44.8 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • Pose EstimationonUBody
    PA-PVE-Face· 2023-09-29
    2.8
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • Pose EstimationonUBody
    PVE-All· 2023-09-29
    57.5
    best: 104.1 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • Pose EstimationonUBody
    PVE-Face· 2023-09-29
    21.6
    best: 27 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • Pose EstimationonUBody
    PVE-Hands· 2023-09-29
    40.2
    best: 45.7 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • Pose EstimationonAGORA
    B-NMVE· 2023-09-29
    68.3
    best: 263.3 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • Pose EstimationonAGORA
    F-MVE· 2023-09-29
    29.9
    best: 51.1 (ExPose)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • Pose EstimationonAGORA
    FB-MVE· 2023-09-29
    99.7
    best: 236.5 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • Pose EstimationonAGORA
    FB-NMVE· 2023-09-29
    107.2
    best: 333.1 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • Pose EstimationonAGORA
    LH/RH-MVE· 2023-09-29
    39.3
    best: 45.7 (OSX)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Multi-Person Pose EstimationonAGORA
    B-NMVE· 2023-09-29
    68.3
    best: 263.3 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Multi-Person Pose EstimationonAGORA
    F-MVE· 2023-09-29
    29.9
    best: 51.1 (ExPose)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Multi-Person Pose EstimationonAGORA
    FB-MVE· 2023-09-29
    99.7
    best: 236.5 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Multi-Person Pose EstimationonAGORA
    FB-NMVE· 2023-09-29
    107.2
    best: 333.1 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3D Multi-Person Pose EstimationonAGORA
    LH/RH-MVE· 2023-09-29
    39.3
    best: 45.7 (OSX)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448

Methodology12 results

  • 3DonUBody
    PA-PVE-Hands· 2023-09-29
    10.3
    SOTA
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3Don3DPW
    MPJPE· 2023-09-29
    75.2
    best: 130 (HMR)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3DonUBody
    PA-PVE-All· 2023-09-29
    31.9
    best: 44.8 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3DonUBody
    PA-PVE-Face· 2023-09-29
    2.8
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3DonUBody
    PVE-All· 2023-09-29
    57.5
    best: 104.1 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3DonUBody
    PVE-Face· 2023-09-29
    21.6
    best: 27 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3DonUBody
    PVE-Hands· 2023-09-29
    40.2
    best: 45.7 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3DonAGORA
    B-NMVE· 2023-09-29
    68.3
    best: 263.3 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3DonAGORA
    F-MVE· 2023-09-29
    29.9
    best: 51.1 (ExPose)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3DonAGORA
    FB-MVE· 2023-09-29
    99.7
    best: 236.5 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3DonAGORA
    FB-NMVE· 2023-09-29
    107.2
    best: 333.1 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 3DonAGORA
    LH/RH-MVE· 2023-09-29
    39.3
    best: 45.7 (OSX)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448

Audio12 results

  • 1 Image, 2*2 StitchionUBody
    PA-PVE-Hands· 2023-09-29
    10.3
    SOTA
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 1 Image, 2*2 Stitchion3DPW
    MPJPE· 2023-09-29
    75.2
    best: 130 (HMR)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 1 Image, 2*2 StitchionUBody
    PA-PVE-All· 2023-09-29
    31.9
    best: 44.8 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 1 Image, 2*2 StitchionUBody
    PA-PVE-Face· 2023-09-29
    2.8
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 1 Image, 2*2 StitchionUBody
    PVE-All· 2023-09-29
    57.5
    best: 104.1 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 1 Image, 2*2 StitchionUBody
    PVE-Face· 2023-09-29
    21.6
    best: 27 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 1 Image, 2*2 StitchionUBody
    PVE-Hands· 2023-09-29
    40.2
    best: 45.7 (Hand4Whole)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 1 Image, 2*2 StitchionAGORA
    B-NMVE· 2023-09-29
    68.3
    best: 263.3 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 1 Image, 2*2 StitchionAGORA
    F-MVE· 2023-09-29
    29.9
    best: 51.1 (ExPose)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 1 Image, 2*2 StitchionAGORA
    FB-MVE· 2023-09-29
    99.7
    best: 236.5 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 1 Image, 2*2 StitchionAGORA
    FB-NMVE· 2023-09-29
    107.2
    best: 333.1 (SMPLify-X)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448
  • 1 Image, 2*2 StitchionAGORA
    LH/RH-MVE· 2023-09-29
    39.3
    best: 45.7 (OSX)
    SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationarXiv:2309.17448