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Shape Matching

Benchmarks

Dataset Name	SOTA Method	Metric
FAUST (test)	Ours-Fast	Mean Geodesic Error0.013	85	1mo ago
SHREC’19 (test)	Ours-Fast	Mean Geodesic Error0.058	54	1mo ago
SCAPE remeshed (test)	URSSM	Mean Geodesic Error (x100)1.9	46	1mo ago
SHREC'19	Hybrid ULRSSM	Geodesic Error (x100)3.6	45	4d ago
SHREC19 remeshed (test)	DenseMatcher	Mean Geodesic Error0.031	37	1mo ago
SHREC HOLES 2016 (test)	Wormhole (Ours)	Average Geodesic Error0.066	26	4d ago
DT4D-H inter-class (test)	ULRSSM	Mean Geodesic Error (x100)0.9	24	29d ago
SHREC CUTS 2016 (test)	DPFM	Average Geodesic Error0.018	22	4d ago
FAUST	Hybrid ULRSSM (B)	Geodesic Error0.014	21	4d ago
SMAL remeshed (test)	DFR	Mean Geodesic Error (x100)0.042	20	18d ago
TOPKIDS topological noise SHREC'16	ContrastiveFMNet	Mean Geodesic Error7.6	11	29d ago
BeCoS-a	Symmetry-Aware Feature Disentanglement	Geodesic Error0.072	10	1mo ago
BeCoS-h	Symmetry-Aware Feature Disentanglement	Geodesic Error0.082	10	1mo ago
Bunny Shift S1 (test)	DiffeoMorph	Loss0.36	9	1mo ago
Bunny Noise S1 (test)	DiffeoMorph	Loss0.24	9	1mo ago
Crescent Shift S1 (test)	DiffeoMorph	Loss1.23	9	1mo ago
Crescent Noise S1 (test)	DiffeoMorph	Loss1.14	9	1mo ago
Ellipsoid Shift S1 (test)	DiffeoMorph	Loss0.89	9	1mo ago
Ellipsoid Noise S1 (test)	DiffeoMorph	Loss0.73	9	1mo ago
FAUST within a class	ZoomOut	Runtime (min)4	7	1mo ago
DT4D-H intra-class (test)	Ours-Fast	Mean Geodesic Error0.012	7	1mo ago
SMAL (test)	Ours	Mean Geodesic Error0.053	7	1mo ago
SCAPE (test)	Hybrid ULRSSM	Mean Geodesic Error1.8	6	1mo ago
TOSCA	Symmetry-Aware Feature Disentanglement	Geodesic Error0.094	5	1mo ago
SMAL	Symmetry-Aware Feature Disentanglement	Geodesic Error0.045	5	1mo ago

Showing 25 of 26 rows