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Models/DAD-3DNet

DAD-3DNet

Reported on 6 benchmarks across 3 tasks · 1 paper

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

Computer Vision2 results

  • Pose EstimationonAFLW2000
    MAE· 2022-04-07
    3.66
    best: 3.15 (OpNet)
    DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single ImagearXiv:2204.03688
  • Pose EstimationonBIWI
    MAE (trained with BIWI data)· 2022-04-07
    3.98
    best: 1.413 (VGGNet-RNN)
    DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single ImagearXiv:2204.03688

Methodology2 results

  • 3DonAFLW2000
    MAE· 2022-04-07
    3.66
    best: 3.15 (OpNet)
    DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single ImagearXiv:2204.03688
  • 3DonBIWI
    MAE (trained with BIWI data)· 2022-04-07
    3.98
    best: 1.413 (VGGNet-RNN)
    DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single ImagearXiv:2204.03688

Audio2 results

  • 1 Image, 2*2 StitchionAFLW2000
    MAE· 2022-04-07
    3.66
    best: 3.15 (OpNet)
    DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single ImagearXiv:2204.03688
  • 1 Image, 2*2 StitchionBIWI
    MAE (trained with BIWI data)· 2022-04-07
    3.98
    best: 1.413 (VGGNet-RNN)
    DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single ImagearXiv:2204.03688