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Models/HSTFormer (T=81)

HSTFormer (T=81)

Reported on 12 benchmarks across 4 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 Vision6 results

  • 3D Human Pose EstimationonMPI-INF-3DHP
    AUC· 2023-01-18
    78.6
    best: 87.7 (TCPFormer (T=81))
    SOTA
    HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose EstimationarXiv:2301.07322
  • Pose EstimationonMPI-INF-3DHP
    AUC· 2023-01-18
    78.6
    best: 87.7 (TCPFormer (T=81))
    SOTA
    HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose EstimationarXiv:2301.07322
  • 3D Human Pose EstimationonMPI-INF-3DHP
    MPJPE· 2023-01-18
    28.3
    best: 124.7 (VNect (Augm.))
    HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose EstimationarXiv:2301.07322
  • 3D Human Pose EstimationonMPI-INF-3DHP
    PCK· 2023-01-18
    98
    best: 99.37 (LMT R152 384x384)
    HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose EstimationarXiv:2301.07322
  • Pose EstimationonMPI-INF-3DHP
    MPJPE· 2023-01-18
    28.3
    best: 124.7 (VNect (Augm.))
    HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose EstimationarXiv:2301.07322
  • Pose EstimationonMPI-INF-3DHP
    PCK· 2023-01-18
    98
    best: 99.37 (LMT R152 384x384)
    HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose EstimationarXiv:2301.07322

Methodology3 results

  • 3DonMPI-INF-3DHP
    AUC· 2023-01-18
    78.6
    best: 87.7 (TCPFormer (T=81))
    SOTA
    HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose EstimationarXiv:2301.07322
  • 3DonMPI-INF-3DHP
    MPJPE· 2023-01-18
    28.3
    best: 124.7 (VNect (Augm.))
    HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose EstimationarXiv:2301.07322
  • 3DonMPI-INF-3DHP
    PCK· 2023-01-18
    98
    best: 99.37 (LMT R152 384x384)
    HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose EstimationarXiv:2301.07322

Audio3 results

  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    AUC· 2023-01-18
    78.6
    best: 87.7 (TCPFormer (T=81))
    SOTA
    HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose EstimationarXiv:2301.07322
  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    MPJPE· 2023-01-18
    28.3
    best: 124.7 (VNect (Augm.))
    HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose EstimationarXiv:2301.07322
  • 1 Image, 2*2 StitchionMPI-INF-3DHP
    PCK· 2023-01-18
    98
    best: 99.37 (LMT R152 384x384)
    HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose EstimationarXiv:2301.07322