Neural Body Fitting (NBF)

Reported on 4 benchmarks across 4 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

3D Human Pose EstimationonHuman3.6M
PA-MPJPE· 2018-08-17
59.9
best: 80.7 (SMPLify (dense))
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation arXiv:1808.05942
Pose EstimationonHuman3.6M
PA-MPJPE· 2018-08-17
59.9
best: 80.7 (SMPLify (dense))
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation arXiv:1808.05942

Methodology1 result

3DonHuman3.6M
PA-MPJPE· 2018-08-17
59.9
best: 89.4 (Kinematic-Structure-Preserved Representation)
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation arXiv:1808.05942

Audio1 result

1 Image, 2*2 StitchionHuman3.6M
PA-MPJPE· 2018-08-17
59.9
best: 80.7 (SMPLify (dense))
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation arXiv:1808.05942