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Models/Dib et al. 2021

Dib et al. 2021

Reported on 15 benchmarks across 5 tasks · 1 paper

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)· 2021-03-29
1.57
best: 1.01 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432
Face ReconstructiononNoW Benchmark
Median Reconstruction Error· 2021-03-29
1.26
best: 0.81 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432
Face ReconstructiononNoW Benchmark
Stdev Reconstruction Error (mm)· 2021-03-29
1.31
best: 0.84 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432
3D Face ReconstructiononNoW Benchmark
Mean Reconstruction Error (mm)· 2021-03-29
1.57
best: 1.01 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432
3D Face ReconstructiononNoW Benchmark
Median Reconstruction Error· 2021-03-29
1.26
best: 0.81 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432
3D Face ReconstructiononNoW Benchmark
Stdev Reconstruction Error (mm)· 2021-03-29
1.31
best: 0.84 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432

Music3 results

Facial Recognition and ModellingonNoW Benchmark
Mean Reconstruction Error (mm)· 2021-03-29
1.57
best: 1.01 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432
Facial Recognition and ModellingonNoW Benchmark
Median Reconstruction Error· 2021-03-29
1.26
best: 0.81 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432
Facial Recognition and ModellingonNoW Benchmark
Stdev Reconstruction Error (mm)· 2021-03-29
1.31
best: 0.84 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432

Methodology3 results

3DonNoW Benchmark
Mean Reconstruction Error (mm)· 2021-03-29
1.57
best: 1.01 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432
3DonNoW Benchmark
Median Reconstruction Error· 2021-03-29
1.26
best: 0.81 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432
3DonNoW Benchmark
Stdev Reconstruction Error (mm)· 2021-03-29
1.31
best: 0.84 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432

Medical3 results

3D Face ModellingonNoW Benchmark
Mean Reconstruction Error (mm)· 2021-03-29
1.57
best: 1.01 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432
3D Face ModellingonNoW Benchmark
Median Reconstruction Error· 2021-03-29
1.26
best: 0.81 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432
3D Face ModellingonNoW Benchmark
Stdev Reconstruction Error (mm)· 2021-03-29
1.31
best: 0.84 (DenseLandmarks (Multi-view))
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing arXiv:2103.15432