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Models/SimpleBaseline

SimpleBaseline

Reported on 15 benchmarks across 12 tasks · 1 paper · 11 SOTA

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

Computer Vision16 results

  • HandonH3WB
    Average MPJPE (mm)· 2022-11-28
    83.4
    SOTA
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • Pose EstimationonH3WB
    Average MPJPE (mm)· 2022-11-28
    83.4
    SOTA
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • Facial Landmark DetectiononH3WB
    Average MPJPE (mm)· 2022-11-28
    34
    SOTA
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • Face ReconstructiononH3WB
    Average MPJPE (mm)· 2022-11-28
    34
    SOTA
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 3D Face ReconstructiononH3WB
    Average MPJPE (mm)· 2022-11-28
    34
    SOTA
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 3D Hand Pose EstimationonH3WB
    Average MPJPE (mm)· 2022-11-28
    83.4
    SOTA
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 3D Human Pose EstimationonH3WB
    MPJPE· 2022-11-28
    125.7
    best: 264.4 (CanonPose)
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 3D Human Pose EstimationonH3WB
    MPJPE· 2022-11-28
    252
    best: 264.4 (CanonPose)
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • HandonH3WB
    Average MPJPE (mm)· 2022-11-28
    42.5
    best: 83.4
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • Pose EstimationonH3WB
    MPJPE· 2022-11-28
    125.7
    best: 264.4 (CanonPose)
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • Pose EstimationonH3WB
    MPJPE· 2022-11-28
    252
    best: 264.4 (CanonPose)
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • Pose EstimationonH3WB
    Average MPJPE (mm)· 2022-11-28
    42.5
    best: 83.4
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • Facial Landmark DetectiononH3WB
    Average MPJPE (mm)· 2022-11-28
    24.6
    best: 34
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • Face ReconstructiononH3WB
    Average MPJPE (mm)· 2022-11-28
    24.6
    best: 34
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 3D Face ReconstructiononH3WB
    Average MPJPE (mm)· 2022-11-28
    24.6
    best: 34
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 3D Hand Pose EstimationonH3WB
    Average MPJPE (mm)· 2022-11-28
    42.5
    best: 83.4
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692

Methodology6 results

  • 3DonH3WB
    Average MPJPE (mm)· 2022-11-28
    83.4
    SOTA
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 3DonH3WB
    MPJPE· 2022-11-28
    125.7
    best: 264.4 (CanonPose)
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 3DonH3WB
    MPJPE· 2022-11-28
    252
    best: 264.4 (CanonPose)
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 3DonH3WB
    Average MPJPE (mm)· 2022-11-28
    42.5
    best: 83.4
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 3DonH3WB
    Average MPJPE (mm)· 2022-11-28
    24.6
    best: 83.4
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 3DonH3WB
    Average MPJPE (mm)· 2022-11-28
    34
    best: 83.4
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692

Audio4 results

  • 1 Image, 2*2 StitchionH3WB
    Average MPJPE (mm)· 2022-11-28
    83.4
    SOTA
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 1 Image, 2*2 StitchionH3WB
    MPJPE· 2022-11-28
    125.7
    best: 264.4 (CanonPose)
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 1 Image, 2*2 StitchionH3WB
    MPJPE· 2022-11-28
    252
    best: 264.4 (CanonPose)
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 1 Image, 2*2 StitchionH3WB
    Average MPJPE (mm)· 2022-11-28
    42.5
    best: 83.4
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692

Music2 results

  • Facial Recognition and ModellingonH3WB
    Average MPJPE (mm)· 2022-11-28
    34
    SOTA
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • Facial Recognition and ModellingonH3WB
    Average MPJPE (mm)· 2022-11-28
    24.6
    best: 34
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692

Graphs2 results

  • Hand Pose EstimationonH3WB
    Average MPJPE (mm)· 2022-11-28
    83.4
    SOTA
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • Hand Pose EstimationonH3WB
    Average MPJPE (mm)· 2022-11-28
    42.5
    best: 83.4
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692

Medical2 results

  • 3D Face ModellingonH3WB
    Average MPJPE (mm)· 2022-11-28
    34
    SOTA
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692
  • 3D Face ModellingonH3WB
    Average MPJPE (mm)· 2022-11-28
    24.6
    best: 34
    H3WB: Human3.6M 3D WholeBody Dataset and BenchmarkarXiv:2211.15692