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Models/3DDFA_V2

3DDFA_V2

Reported on 35 benchmarks across 5 tasks · 1 paper · 10 SOTA

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

Computer Vision14 results

Face ReconstructiononFlorence
Mean NME· 2020-09-21
3.56
SOTA
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
Face ReconstructiononStirling-HQ (FG2018 3D face reconstruction challenge)
Mean Reconstruction Error (mm)· 2020-09-21
1.91
best: 1.89 (DECA)
SOTA
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ReconstructiononFlorence
Mean NME· 2020-09-21
3.56
SOTA
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ReconstructiononStirling-HQ (FG2018 3D face reconstruction challenge)
Mean Reconstruction Error (mm)· 2020-09-21
1.91
best: 1.89 (DECA)
SOTA
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
Face ReconstructiononStirling-LQ (FG2018 3D face reconstruction challenge)
Mean Reconstruction Error (mm)· 2020-09-21
2.1
best: 1.91 (DECA)
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
Face ReconstructiononNoW Benchmark
Mean Reconstruction Error (mm)· 2020-09-21
1.57
best: 1.01 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
Face ReconstructiononNoW Benchmark
Median Reconstruction Error· 2020-09-21
1.23
best: 0.81 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
Face ReconstructiononNoW Benchmark
Stdev Reconstruction Error (mm)· 2020-09-21
1.39
best: 0.84 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
Face ReconstructiononAFLW
Mean NME· 2020-09-21
4.43
best: 4.55 (3DDFA)
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ReconstructiononStirling-LQ (FG2018 3D face reconstruction challenge)
Mean Reconstruction Error (mm)· 2020-09-21
2.1
best: 1.91 (DECA)
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ReconstructiononNoW Benchmark
Mean Reconstruction Error (mm)· 2020-09-21
1.57
best: 1.01 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ReconstructiononNoW Benchmark
Median Reconstruction Error· 2020-09-21
1.23
best: 0.81 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ReconstructiononNoW Benchmark
Stdev Reconstruction Error (mm)· 2020-09-21
1.39
best: 0.84 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ReconstructiononAFLW
Mean NME· 2020-09-21
4.43
best: 4.55 (3DDFA)
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960

Music7 results

Facial Recognition and ModellingonFlorence
Mean NME· 2020-09-21
3.56
SOTA
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
Facial Recognition and ModellingonStirling-HQ (FG2018 3D face reconstruction challenge)
Mean Reconstruction Error (mm)· 2020-09-21
1.91
best: 1.89 (DECA)
SOTA
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
Facial Recognition and ModellingonAFLW
Mean NME· 2020-09-21
4.43
best: 4.55 (3DDFA)
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
Facial Recognition and ModellingonStirling-LQ (FG2018 3D face reconstruction challenge)
Mean Reconstruction Error (mm)· 2020-09-21
2.1
best: 1.91 (DECA)
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
Facial Recognition and ModellingonNoW Benchmark
Mean Reconstruction Error (mm)· 2020-09-21
1.57
best: 1.01 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
Facial Recognition and ModellingonNoW Benchmark
Median Reconstruction Error· 2020-09-21
1.23
best: 0.81 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
Facial Recognition and ModellingonNoW Benchmark
Stdev Reconstruction Error (mm)· 2020-09-21
1.39
best: 0.84 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960

Methodology7 results

3DonFlorence
Mean NME· 2020-09-21
3.56
SOTA
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3DonStirling-HQ (FG2018 3D face reconstruction challenge)
Mean Reconstruction Error (mm)· 2020-09-21
1.91
best: 1.89 (DECA)
SOTA
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3DonStirling-LQ (FG2018 3D face reconstruction challenge)
Mean Reconstruction Error (mm)· 2020-09-21
2.1
best: 1.91 (DECA)
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3DonNoW Benchmark
Mean Reconstruction Error (mm)· 2020-09-21
1.57
best: 1.01 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3DonNoW Benchmark
Median Reconstruction Error· 2020-09-21
1.23
best: 0.81 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3DonNoW Benchmark
Stdev Reconstruction Error (mm)· 2020-09-21
1.39
best: 0.84 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3DonAFLW
Mean NME· 2020-09-21
4.43
best: 4.55 (3DDFA)
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960

Medical7 results

3D Face ModellingonFlorence
Mean NME· 2020-09-21
3.56
SOTA
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ModellingonStirling-HQ (FG2018 3D face reconstruction challenge)
Mean Reconstruction Error (mm)· 2020-09-21
1.91
best: 1.89 (DECA)
SOTA
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ModellingonAFLW
Mean NME· 2020-09-21
4.43
best: 4.55 (3DDFA)
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ModellingonStirling-LQ (FG2018 3D face reconstruction challenge)
Mean Reconstruction Error (mm)· 2020-09-21
2.1
best: 1.91 (DECA)
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ModellingonNoW Benchmark
Mean Reconstruction Error (mm)· 2020-09-21
1.57
best: 1.01 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ModellingonNoW Benchmark
Median Reconstruction Error· 2020-09-21
1.23
best: 0.81 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960
3D Face ModellingonNoW Benchmark
Stdev Reconstruction Error (mm)· 2020-09-21
1.39
best: 0.84 (DenseLandmarks (Multi-view))
Towards Fast, Accurate and Stable 3D Dense Face Alignment arXiv:2009.09960