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/Non-Local Latent Relation Distillation

Non-Local Latent Relation Distillation

Reported on 15 benchmarks across 5 tasks · 1 paper

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

Methodology7 results

  • 3D ReconstructiononHuman3.6M
    MPJPE· 2022-04-05
    97.8
    best: 103.2 (Uncertainty-Aware Adaptation)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • 3D ReconstructiononHuman3.6M
    PA-MPJPE· 2022-04-05
    86.2
    best: 89.4 (Kinematic-Structure-Preserved Representation)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • 3Don3DPW
    PA-MPJPE· 2022-04-05
    72.1
    best: 157 (Simple-baseline)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • 3DonHuman3.6M
    Average MPJPE (mm)· 2022-04-05
    57.6
    best: 131.7 (Rhodin et al.)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • 3DonHuman3.6M
    PA-MPJPE· 2022-04-05
    48.2
    best: 89.4 (Kinematic-Structure-Preserved Representation)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • 3DonHuman3.6M
    MPJPE· 2022-04-05
    97.8
    best: 103.2 (Uncertainty-Aware Adaptation)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • 3DonHuman3.6M
    PA-MPJPE· 2022-04-05
    86.2
    best: 89.4 (Kinematic-Structure-Preserved Representation)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971

Computer Vision6 results

  • 3D Human Pose Estimationon3DPW
    PA-MPJPE· 2022-04-05
    72.1
    best: 157 (Simple-baseline)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • 3D Human Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2022-04-05
    57.6
    best: 131.7 (Rhodin et al.)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • 3D Human Pose EstimationonHuman3.6M
    PA-MPJPE· 2022-04-05
    48.2
    best: 80.7 (SMPLify (dense))
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • Pose Estimationon3DPW
    PA-MPJPE· 2022-04-05
    72.1
    best: 157 (Simple-baseline)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm)· 2022-04-05
    57.6
    best: 131.7 (Rhodin et al.)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • Pose EstimationonHuman3.6M
    PA-MPJPE· 2022-04-05
    48.2
    best: 80.7 (SMPLify (dense))
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971

Audio3 results

  • 1 Image, 2*2 Stitchion3DPW
    PA-MPJPE· 2022-04-05
    72.1
    best: 157 (Simple-baseline)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm)· 2022-04-05
    57.6
    best: 131.7 (Rhodin et al.)
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971
  • 1 Image, 2*2 StitchionHuman3.6M
    PA-MPJPE· 2022-04-05
    48.2
    best: 80.7 (SMPLify (dense))
    Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose EstimationarXiv:2204.01971