Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/MICA

MICA

Reported on 25 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 Vision10 results

Face ReconstructiononREALY
all· 2022-04-13
2.134
best: 2.953 (N-3DMM)
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
Face ReconstructiononNoW Benchmark
Mean Reconstruction Error (mm)· 2022-04-13
1.11
best: 1.01 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
Face ReconstructiononNoW Benchmark
Median Reconstruction Error· 2022-04-13
0.9
best: 0.81 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
Face ReconstructiononNoW Benchmark
Stdev Reconstruction Error (mm)· 2022-04-13
0.92
best: 0.84 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
Face ReconstructiononREALY (side-view)
all· 2022-04-13
2.145
best: 2.476 (ExpNet)
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3D Face ReconstructiononREALY
all· 2022-04-13
2.134
best: 2.953 (N-3DMM)
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3D Face ReconstructiononNoW Benchmark
Mean Reconstruction Error (mm)· 2022-04-13
1.11
best: 1.01 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3D Face ReconstructiononNoW Benchmark
Median Reconstruction Error· 2022-04-13
0.9
best: 0.81 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3D Face ReconstructiononNoW Benchmark
Stdev Reconstruction Error (mm)· 2022-04-13
0.92
best: 0.84 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3D Face ReconstructiononREALY (side-view)
all· 2022-04-13
2.145
best: 2.476 (ExpNet)
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607

Music5 results

Facial Recognition and ModellingonREALY
all· 2022-04-13
2.134
best: 2.953 (N-3DMM)
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
Facial Recognition and ModellingonNoW Benchmark
Mean Reconstruction Error (mm)· 2022-04-13
1.11
best: 1.01 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
Facial Recognition and ModellingonNoW Benchmark
Median Reconstruction Error· 2022-04-13
0.9
best: 0.81 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
Facial Recognition and ModellingonNoW Benchmark
Stdev Reconstruction Error (mm)· 2022-04-13
0.92
best: 0.84 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
Facial Recognition and ModellingonREALY (side-view)
all· 2022-04-13
2.145
best: 2.476 (ExpNet)
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607

Methodology5 results

3DonREALY
all· 2022-04-13
2.134
best: 2.953 (N-3DMM)
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3DonNoW Benchmark
Mean Reconstruction Error (mm)· 2022-04-13
1.11
best: 1.01 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3DonNoW Benchmark
Median Reconstruction Error· 2022-04-13
0.9
best: 0.81 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3DonNoW Benchmark
Stdev Reconstruction Error (mm)· 2022-04-13
0.92
best: 0.84 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3DonREALY (side-view)
all· 2022-04-13
2.145
best: 2.476 (ExpNet)
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607

Medical5 results

3D Face ModellingonREALY
all· 2022-04-13
2.134
best: 2.953 (N-3DMM)
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3D Face ModellingonNoW Benchmark
Mean Reconstruction Error (mm)· 2022-04-13
1.11
best: 1.01 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3D Face ModellingonNoW Benchmark
Median Reconstruction Error· 2022-04-13
0.9
best: 0.81 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3D Face ModellingonNoW Benchmark
Stdev Reconstruction Error (mm)· 2022-04-13
0.92
best: 0.84 (DenseLandmarks (Multi-view))
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607
3D Face ModellingonREALY (side-view)
all· 2022-04-13
2.145
best: 2.476 (ExpNet)
Towards Metrical Reconstruction of Human Faces arXiv:2204.06607