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Models/PARE

PARE

Reported on 52 benchmarks across 6 tasks · 2 papers · 4 SOTA

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

Computer Vision36 results

  • Pose EstimationonAnimal3D
    PA-MPJPE· 2023-08-22
    134.8
    SOTA
    Animal3D: A Comprehensive Dataset of 3D Animal Pose and ShapearXiv:2308.11737
  • Animal Pose EstimationonAnimal3D
    PA-MPJPE· 2023-08-22
    134.8
    SOTA
    Animal3D: A Comprehensive Dataset of 3D Animal Pose and ShapearXiv:2308.11737
  • 3D Human Pose EstimationonAGORA
    B-MPJPE· 2021-04-17
    146.2
    best: 182.1 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonAGORA
    B-MVE· 2021-04-17
    140.9
    best: 187 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonAGORA
    B-NMJE· 2021-04-17
    174
    best: 256.5 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonAGORA
    B-NMVE· 2021-04-17
    167.7
    best: 263.3 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonEMDB
    Average MPJAE (deg)· 2021-04-17
    24.673
    best: 28.4555 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonEMDB
    Average MPJAE-PA (deg)· 2021-04-17
    22.3842
    best: 25.7033 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonEMDB
    Average MPJPE (mm)· 2021-04-17
    113.887
    best: 131.065 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonEMDB
    Average MPJPE-PA (mm)· 2021-04-17
    72.203
    best: 82.8502 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonEMDB
    Average MVE (mm)· 2021-04-17
    133.247
    best: 159.956 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonEMDB
    Average MVE-PA (mm)· 2021-04-17
    85.3788
    best: 98.1305 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonEMDB
    Jitter (10m/s^3)· 2021-04-17
    75.1137
    best: 185.933 (FastMETRO-L no SMPL Head)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonAGORA
    B-MPJPE· 2021-04-17
    146.2
    best: 182.1 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonAGORA
    B-MVE· 2021-04-17
    140.9
    best: 187 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonAGORA
    B-NMJE· 2021-04-17
    174
    best: 256.5 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Human Pose EstimationonAGORA
    B-NMVE· 2021-04-17
    167.7
    best: 263.3 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonAGORA
    B-MPJPE· 2021-04-17
    146.2
    best: 182.1 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonAGORA
    B-MVE· 2021-04-17
    140.9
    best: 187 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonAGORA
    B-NMJE· 2021-04-17
    174
    best: 256.5 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonAGORA
    B-NMVE· 2021-04-17
    167.7
    best: 263.3 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonEMDB
    Average MPJAE (deg)· 2021-04-17
    24.673
    best: 28.4555 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonEMDB
    Average MPJAE-PA (deg)· 2021-04-17
    22.3842
    best: 25.7033 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonEMDB
    Average MPJPE (mm)· 2021-04-17
    113.887
    best: 131.065 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonEMDB
    Average MPJPE-PA (mm)· 2021-04-17
    72.203
    best: 82.8502 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonEMDB
    Average MVE (mm)· 2021-04-17
    133.247
    best: 159.956 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonEMDB
    Average MVE-PA (mm)· 2021-04-17
    85.3788
    best: 98.1305 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonEMDB
    Jitter (10m/s^3)· 2021-04-17
    75.1137
    best: 185.933 (FastMETRO-L no SMPL Head)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonAGORA
    B-MPJPE· 2021-04-17
    146.2
    best: 182.1 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonAGORA
    B-MVE· 2021-04-17
    140.9
    best: 187 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonAGORA
    B-NMJE· 2021-04-17
    174
    best: 256.5 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • Pose EstimationonAGORA
    B-NMVE· 2021-04-17
    167.7
    best: 263.3 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Multi-Person Pose EstimationonAGORA
    B-MPJPE· 2021-04-17
    146.2
    best: 182.1 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Multi-Person Pose EstimationonAGORA
    B-MVE· 2021-04-17
    140.9
    best: 187 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Multi-Person Pose EstimationonAGORA
    B-NMJE· 2021-04-17
    174
    best: 256.5 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3D Multi-Person Pose EstimationonAGORA
    B-NMVE· 2021-04-17
    167.7
    best: 263.3 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527

Methodology16 results

  • 3DonAnimal3D
    PA-MPJPE· 2023-08-22
    134.8
    SOTA
    Animal3D: A Comprehensive Dataset of 3D Animal Pose and ShapearXiv:2308.11737
  • 3DonAGORA
    B-MPJPE· 2021-04-17
    146.2
    best: 182.1 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonAGORA
    B-MVE· 2021-04-17
    140.9
    best: 187 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonAGORA
    B-NMJE· 2021-04-17
    174
    best: 256.5 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonAGORA
    B-NMVE· 2021-04-17
    167.7
    best: 263.3 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonEMDB
    Average MPJAE (deg)· 2021-04-17
    24.673
    best: 28.4555 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonEMDB
    Average MPJAE-PA (deg)· 2021-04-17
    22.3842
    best: 25.7033 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonEMDB
    Average MPJPE (mm)· 2021-04-17
    113.887
    best: 131.065 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonEMDB
    Average MPJPE-PA (mm)· 2021-04-17
    72.203
    best: 82.8502 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonEMDB
    Average MVE (mm)· 2021-04-17
    133.247
    best: 159.956 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonEMDB
    Average MVE-PA (mm)· 2021-04-17
    85.3788
    best: 98.1305 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonEMDB
    Jitter (10m/s^3)· 2021-04-17
    75.1137
    best: 185.933 (FastMETRO-L no SMPL Head)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonAGORA
    B-MPJPE· 2021-04-17
    146.2
    best: 182.1 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonAGORA
    B-MVE· 2021-04-17
    140.9
    best: 187 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonAGORA
    B-NMJE· 2021-04-17
    174
    best: 256.5 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 3DonAGORA
    B-NMVE· 2021-04-17
    167.7
    best: 263.3 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527

Audio16 results

  • 1 Image, 2*2 StitchionAnimal3D
    PA-MPJPE· 2023-08-22
    134.8
    SOTA
    Animal3D: A Comprehensive Dataset of 3D Animal Pose and ShapearXiv:2308.11737
  • 1 Image, 2*2 StitchionAGORA
    B-MPJPE· 2021-04-17
    146.2
    best: 182.1 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionAGORA
    B-MVE· 2021-04-17
    140.9
    best: 187 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionAGORA
    B-NMJE· 2021-04-17
    174
    best: 256.5 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionAGORA
    B-NMVE· 2021-04-17
    167.7
    best: 263.3 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionEMDB
    Average MPJAE (deg)· 2021-04-17
    24.673
    best: 28.4555 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionEMDB
    Average MPJAE-PA (deg)· 2021-04-17
    22.3842
    best: 25.7033 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionEMDB
    Average MPJPE (mm)· 2021-04-17
    113.887
    best: 131.065 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionEMDB
    Average MPJPE-PA (mm)· 2021-04-17
    72.203
    best: 82.8502 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionEMDB
    Average MVE (mm)· 2021-04-17
    133.247
    best: 159.956 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionEMDB
    Average MVE-PA (mm)· 2021-04-17
    85.3788
    best: 98.1305 (PyMAF)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionEMDB
    Jitter (10m/s^3)· 2021-04-17
    75.1137
    best: 185.933 (FastMETRO-L no SMPL Head)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionAGORA
    B-MPJPE· 2021-04-17
    146.2
    best: 182.1 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionAGORA
    B-MVE· 2021-04-17
    140.9
    best: 187 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionAGORA
    B-NMJE· 2021-04-17
    174
    best: 256.5 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527
  • 1 Image, 2*2 StitchionAGORA
    B-NMVE· 2021-04-17
    167.7
    best: 263.3 (SMPLify-X)
    PARE: Part Attention Regressor for 3D Human Body EstimationarXiv:2104.08527