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Shape Matching

Benchmarks

Dataset Name	SOTA Method	Metric
FAUST (test)	Ours-Fast	Mean Geodesic Error0.013	85	3mo ago
SHREC’19 (test)	Ours-Fast	Mean Geodesic Error0.058	54	3mo ago
SCAPE remeshed (test)	URSSM	Mean Geodesic Error (x100)1.9	46	3mo ago
SHREC'19	Hybrid ULRSSM	Geodesic Error (x100)3.6	45	1mo ago
SHREC19 remeshed (test)	DenseMatcher	Mean Geodesic Error0.031	37	3mo ago
SHREC HOLES 2016 (test)	Wormhole (Ours)	Average Geodesic Error0.066	26	1mo ago
DT4D-H inter-class (test)	ULRSSM	Mean Geodesic Error (x100)0.9	24	2mo ago
SHREC CUTS 2016 (test)	DPFM	Average Geodesic Error0.018	22	1mo ago
FAUST	Hybrid ULRSSM (B)	Geodesic Error0.014	21	1mo ago
SMAL remeshed (test)	DFR	Mean Geodesic Error (x100)0.042	20	2mo ago
TOPKIDS topological noise SHREC'16	ContrastiveFMNet	Mean Geodesic Error7.6	11	2mo ago
BeCoS-a	Symmetry-Aware Feature Disentanglement	Geodesic Error0.072	10	3mo ago
BeCoS-h	Symmetry-Aware Feature Disentanglement	Geodesic Error0.082	10	3mo ago
Bunny Shift S1 (test)	DiffeoMorph	Loss0.36	9	3mo ago
Bunny Noise S1 (test)	DiffeoMorph	Loss0.24	9	3mo ago
Crescent Shift S1 (test)	DiffeoMorph	Loss1.23	9	3mo ago
Crescent Noise S1 (test)	DiffeoMorph	Loss1.14	9	3mo ago
Ellipsoid Shift S1 (test)	DiffeoMorph	Loss0.89	9	3mo ago
Ellipsoid Noise S1 (test)	DiffeoMorph	Loss0.73	9	3mo ago
TOSCA	Symmetry-Aware Feature Disentanglement	Geodesic Error0.094	7	20d ago
FAUST within a class	ZoomOut	Runtime (min)4	7	3mo ago
DT4D-H intra-class (test)	Ours-Fast	Mean Geodesic Error0.012	7	3mo ago
SMAL (test)	Ours	Mean Geodesic Error0.053	7	3mo ago
Realistic mesh pairs (Cat-Elephant)	min-GSGW	Geodesic Error0.124	6	20d ago
Realistic mesh pairs (Cat-Horse)	min-GSGW	Geodesic Error0.162	6	20d ago

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