TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Dual-source approach

Dual-source approach

Reported on 12 benchmarks across 4 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 Vision6 results

  • 3D Human Pose EstimationonHumanEva-I
    Mean Reconstruction Error (mm)· 2015-09-22
    38.9
    best: 9.2 (GLA-GCN (T=27, GT))
    SOTA
    A Dual-Source Approach for 3D Pose Estimation from a Single ImagearXiv:1509.06720
  • Pose EstimationonHumanEva-I
    Mean Reconstruction Error (mm)· 2015-09-22
    38.9
    best: 9.2 (GLA-GCN (T=27, GT))
    SOTA
    A Dual-Source Approach for 3D Pose Estimation from a Single ImagearXiv:1509.06720
  • 3D Human Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2017-05-08
    97.39
    best: 131.7 (Rhodin et al.)
    A Dual-Source Approach for 3D Human Pose Estimation from a Single ImagearXiv:1705.02883
  • 3D Human Pose EstimationonHuman3.6M
    Frames Needed· 2017-05-08
    1
    best: 300 (Sparseness Meets Deepness)
    A Dual-Source Approach for 3D Human Pose Estimation from a Single ImagearXiv:1705.02883
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2017-05-08
    97.39
    best: 131.7 (Rhodin et al.)
    A Dual-Source Approach for 3D Human Pose Estimation from a Single ImagearXiv:1705.02883
  • Pose EstimationonHuman3.6M
    Frames Needed· 2017-05-08
    1
    best: 300 (Sparseness Meets Deepness)
    A Dual-Source Approach for 3D Human Pose Estimation from a Single ImagearXiv:1705.02883

Methodology3 results

  • 3DonHumanEva-I
    Mean Reconstruction Error (mm)· 2015-09-22
    38.9
    best: 9.2 (GLA-GCN (T=27, GT))
    SOTA
    A Dual-Source Approach for 3D Pose Estimation from a Single ImagearXiv:1509.06720
  • 3DonHuman3.6M
    Average MPJPE (mm)· 2017-05-08
    97.39
    best: 131.7 (Rhodin et al.)
    A Dual-Source Approach for 3D Human Pose Estimation from a Single ImagearXiv:1705.02883
  • 3DonHuman3.6M
    Frames Needed· 2017-05-08
    1
    best: 300 (Sparseness Meets Deepness)
    A Dual-Source Approach for 3D Human Pose Estimation from a Single ImagearXiv:1705.02883

Audio3 results

  • 1 Image, 2*2 StitchionHumanEva-I
    Mean Reconstruction Error (mm)· 2015-09-22
    38.9
    best: 9.2 (GLA-GCN (T=27, GT))
    SOTA
    A Dual-Source Approach for 3D Pose Estimation from a Single ImagearXiv:1509.06720
  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm)· 2017-05-08
    97.39
    best: 131.7 (Rhodin et al.)
    A Dual-Source Approach for 3D Human Pose Estimation from a Single ImagearXiv:1705.02883
  • 1 Image, 2*2 StitchionHuman3.6M
    Frames Needed· 2017-05-08
    1
    best: 300 (Sparseness Meets Deepness)
    A Dual-Source Approach for 3D Human Pose Estimation from a Single ImagearXiv:1705.02883