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/PerspNet

PerspNet

Reported on 15 benchmarks across 3 tasks · 1 paper · 15 SOTA

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

Computer Vision5 results

  • Pose EstimationonARKitFace
    MAE(val)· 2022-05-09
    0.99
    best: 0.91 (TRG (w/ 300WLP))
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126
  • Pose EstimationonARKitFace
    MAE_t· 2022-05-09
    4.18
    best: 3.62 (TRG (w/ 300WLP))
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126
  • Pose EstimationonBIWI
    Geodesic Error - aligned (GE)· 2022-05-09
    5.5
    best: 4.72 (OpNet)
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126
  • Pose EstimationonBIWI
    MAE (trained with other data)· 2022-05-09
    2.95
    best: 2.75 (TRG (w/ 300WLP))
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126
  • Pose EstimationonBIWI
    MAE_t· 2022-05-09
    19.09
    best: 12.97 (TRG (w/ 300WLP))
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126

Methodology5 results

  • 3DonARKitFace
    MAE(val)· 2022-05-09
    0.99
    best: 0.91 (TRG (w/ 300WLP))
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126
  • 3DonARKitFace
    MAE_t· 2022-05-09
    4.18
    best: 3.62 (TRG (w/ 300WLP))
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126
  • 3DonBIWI
    Geodesic Error - aligned (GE)· 2022-05-09
    5.5
    best: 4.72 (OpNet)
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126
  • 3DonBIWI
    MAE (trained with other data)· 2022-05-09
    2.95
    best: 2.75 (TRG (w/ 300WLP))
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126
  • 3DonBIWI
    MAE_t· 2022-05-09
    19.09
    best: 12.97 (TRG (w/ 300WLP))
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126

Audio5 results

  • 1 Image, 2*2 StitchionARKitFace
    MAE(val)· 2022-05-09
    0.99
    best: 0.91 (TRG (w/ 300WLP))
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126
  • 1 Image, 2*2 StitchionARKitFace
    MAE_t· 2022-05-09
    4.18
    best: 3.62 (TRG (w/ 300WLP))
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126
  • 1 Image, 2*2 StitchionBIWI
    Geodesic Error - aligned (GE)· 2022-05-09
    5.5
    best: 4.72 (OpNet)
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126
  • 1 Image, 2*2 StitchionBIWI
    MAE (trained with other data)· 2022-05-09
    2.95
    best: 2.75 (TRG (w/ 300WLP))
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126
  • 1 Image, 2*2 StitchionBIWI
    MAE_t· 2022-05-09
    19.09
    best: 12.97 (TRG (w/ 300WLP))
    SOTA
    Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular ImagearXiv:2205.04126