Results and Rankings

Results for methods appear here after users upload them and approve them for public display.

Average error
SP_intra_challenge [1] 1.568 Visualize Results
Convex-Opt [2] 4.86 Visualize Results
CHARM [3] 15.157 Visualize Results
FMNet [4] 2.436 Visualize Results
FARM [5] 2.81 Visualize Results
3D-CODED : 3D Correspondences by Deep Deformation [6] 1.985 Visualize Results
MGAN-intra [7] 2.161 Visualize Results
Self-supervised learning [8] 2.51 Visualize Results
S. Zuffi, M. J. Black, "The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose", CVPR, Boston, MA, June 2015.
Robust Nonrigid Registration by Convex Optimization. Qifeng Chen, Vladlen Koltun. International Conference on Computer Vision (ICCV), 2015
"Deep functional maps: Structured prediction for dense shape correspondence". Litany, Remez, Rodola, Bronstein, Bronstein. Proc. ICCV 2017
"FARM: Functional Automatic Registration Method for 3D Human Bodies". Marin, Melzi, Rodola, Castellani. arXiv:1807.10517, 2018.
3D-CODED : 3D Correspondences by Deep Deformation
3D-CODED : 3D Correspondences by Deep Deformation, Groueix, Thibault and Fisher, Matthew and Kim, Vladimir G. and Russell, Bryan and Aubry, Mathieu, ECCV 2018.
Self-supervised learning
Self-supervised Learning of Dense Shape Correspondence