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Models/Deng et al. 2019

Deng et al. 2019

Reported on 15 benchmarks across 5 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 Vision6 results

  • Face ReconstructiononNoW Benchmark
    Mean Reconstruction Error (mm)· 2019-03-20
    1.54
    best: 1.01 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527
  • Face ReconstructiononNoW Benchmark
    Median Reconstruction Error· 2019-03-20
    1.23
    best: 0.81 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527
  • Face ReconstructiononNoW Benchmark
    Stdev Reconstruction Error (mm)· 2019-03-20
    1.29
    best: 0.84 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527
  • 3D Face ReconstructiononNoW Benchmark
    Mean Reconstruction Error (mm)· 2019-03-20
    1.54
    best: 1.01 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527
  • 3D Face ReconstructiononNoW Benchmark
    Median Reconstruction Error· 2019-03-20
    1.23
    best: 0.81 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527
  • 3D Face ReconstructiononNoW Benchmark
    Stdev Reconstruction Error (mm)· 2019-03-20
    1.29
    best: 0.84 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527

Music3 results

  • Facial Recognition and ModellingonNoW Benchmark
    Mean Reconstruction Error (mm)· 2019-03-20
    1.54
    best: 1.01 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527
  • Facial Recognition and ModellingonNoW Benchmark
    Median Reconstruction Error· 2019-03-20
    1.23
    best: 0.81 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527
  • Facial Recognition and ModellingonNoW Benchmark
    Stdev Reconstruction Error (mm)· 2019-03-20
    1.29
    best: 0.84 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527

Methodology3 results

  • 3DonNoW Benchmark
    Mean Reconstruction Error (mm)· 2019-03-20
    1.54
    best: 1.01 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527
  • 3DonNoW Benchmark
    Median Reconstruction Error· 2019-03-20
    1.23
    best: 0.81 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527
  • 3DonNoW Benchmark
    Stdev Reconstruction Error (mm)· 2019-03-20
    1.29
    best: 0.84 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527

Medical3 results

  • 3D Face ModellingonNoW Benchmark
    Mean Reconstruction Error (mm)· 2019-03-20
    1.54
    best: 1.01 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527
  • 3D Face ModellingonNoW Benchmark
    Median Reconstruction Error· 2019-03-20
    1.23
    best: 0.81 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527
  • 3D Face ModellingonNoW Benchmark
    Stdev Reconstruction Error (mm)· 2019-03-20
    1.29
    best: 0.84 (DenseLandmarks (Multi-view))
    SOTA
    Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetarXiv:1903.08527