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Models/SPEC

SPEC

Reported on 32 benchmarks across 5 tasks · 1 paper · 8 SOTA

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

Computer Vision26 results

  • 3D Human Pose EstimationonSPEC-MTP
    W-MPJPE· uses extra data· 2021-10-01
    124.3
    SOTA
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Human Pose EstimationonSPEC-MTP
    W-PVE· uses extra data· 2021-10-01
    147.1
    SOTA
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • Pose EstimationonSPEC-MTP
    W-MPJPE· uses extra data· 2021-10-01
    124.3
    SOTA
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • Pose EstimationonSPEC-MTP
    W-PVE· uses extra data· 2021-10-01
    147.1
    SOTA
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Human Pose EstimationonAGORA
    B-MPJPE· 2021-10-01
    112.3
    best: 182.1 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Human Pose EstimationonAGORA
    B-MVE· 2021-10-01
    106.5
    best: 187 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Human Pose EstimationonAGORA
    B-NMJE· 2021-10-01
    133.7
    best: 256.5 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Human Pose EstimationonAGORA
    B-NMVE· 2021-10-01
    126.8
    best: 263.3 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Human Pose Estimationon3DPW
    PA-MPJPE· 2021-10-01
    53.2
    best: 157 (Simple-baseline)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Human Pose EstimationonAGORA
    B-MPJPE· 2021-10-01
    112.3
    best: 182.1 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Human Pose EstimationonAGORA
    B-MVE· 2021-10-01
    106.5
    best: 187 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Human Pose EstimationonAGORA
    B-NMJE· 2021-10-01
    133.7
    best: 256.5 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Human Pose EstimationonAGORA
    B-NMVE· 2021-10-01
    126.8
    best: 263.3 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • Pose EstimationonAGORA
    B-MPJPE· 2021-10-01
    112.3
    best: 182.1 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • Pose EstimationonAGORA
    B-MVE· 2021-10-01
    106.5
    best: 187 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • Pose EstimationonAGORA
    B-NMJE· 2021-10-01
    133.7
    best: 256.5 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • Pose EstimationonAGORA
    B-NMVE· 2021-10-01
    126.8
    best: 263.3 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • Pose Estimationon3DPW
    PA-MPJPE· 2021-10-01
    53.2
    best: 157 (Simple-baseline)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • Pose EstimationonAGORA
    B-MPJPE· 2021-10-01
    112.3
    best: 182.1 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • Pose EstimationonAGORA
    B-MVE· 2021-10-01
    106.5
    best: 187 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • Pose EstimationonAGORA
    B-NMJE· 2021-10-01
    133.7
    best: 256.5 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • Pose EstimationonAGORA
    B-NMVE· 2021-10-01
    126.8
    best: 263.3 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Multi-Person Pose EstimationonAGORA
    B-MPJPE· 2021-10-01
    112.3
    best: 182.1 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Multi-Person Pose EstimationonAGORA
    B-MVE· 2021-10-01
    106.5
    best: 187 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Multi-Person Pose EstimationonAGORA
    B-NMJE· 2021-10-01
    133.7
    best: 256.5 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3D Multi-Person Pose EstimationonAGORA
    B-NMVE· 2021-10-01
    126.8
    best: 263.3 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620

Methodology11 results

  • 3DonSPEC-MTP
    W-MPJPE· uses extra data· 2021-10-01
    124.3
    SOTA
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3DonSPEC-MTP
    W-PVE· uses extra data· 2021-10-01
    147.1
    SOTA
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3DonAGORA
    B-MPJPE· 2021-10-01
    112.3
    best: 182.1 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3DonAGORA
    B-MVE· 2021-10-01
    106.5
    best: 187 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3DonAGORA
    B-NMJE· 2021-10-01
    133.7
    best: 256.5 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3DonAGORA
    B-NMVE· 2021-10-01
    126.8
    best: 263.3 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3Don3DPW
    PA-MPJPE· 2021-10-01
    53.2
    best: 157 (Simple-baseline)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3DonAGORA
    B-MPJPE· 2021-10-01
    112.3
    best: 182.1 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3DonAGORA
    B-MVE· 2021-10-01
    106.5
    best: 187 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3DonAGORA
    B-NMJE· 2021-10-01
    133.7
    best: 256.5 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 3DonAGORA
    B-NMVE· 2021-10-01
    126.8
    best: 263.3 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620

Audio11 results

  • 1 Image, 2*2 StitchionSPEC-MTP
    W-MPJPE· uses extra data· 2021-10-01
    124.3
    SOTA
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 1 Image, 2*2 StitchionSPEC-MTP
    W-PVE· uses extra data· 2021-10-01
    147.1
    SOTA
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 1 Image, 2*2 StitchionAGORA
    B-MPJPE· 2021-10-01
    112.3
    best: 182.1 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 1 Image, 2*2 StitchionAGORA
    B-MVE· 2021-10-01
    106.5
    best: 187 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 1 Image, 2*2 StitchionAGORA
    B-NMJE· 2021-10-01
    133.7
    best: 256.5 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 1 Image, 2*2 StitchionAGORA
    B-NMVE· 2021-10-01
    126.8
    best: 263.3 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 1 Image, 2*2 Stitchion3DPW
    PA-MPJPE· 2021-10-01
    53.2
    best: 157 (Simple-baseline)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 1 Image, 2*2 StitchionAGORA
    B-MPJPE· 2021-10-01
    112.3
    best: 182.1 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 1 Image, 2*2 StitchionAGORA
    B-MVE· 2021-10-01
    106.5
    best: 187 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 1 Image, 2*2 StitchionAGORA
    B-NMJE· 2021-10-01
    133.7
    best: 256.5 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620
  • 1 Image, 2*2 StitchionAGORA
    B-NMVE· 2021-10-01
    126.8
    best: 263.3 (SMPLify-X)
    SPEC: Seeing People in the Wild with an Estimated CameraarXiv:2110.00620