3D surface reconstruction

Benchmarks

Dataset Name	SOTA Method	Metric
DTU (test)	TexGuided-GS2Mesh + PGSR	Mean Chamfer Distance (CD)0.51	79	4mo ago
ShapeNet 12 (test)	Ours	CD10.29	24	4mo ago
Custom Near-Range mmWave Radar Dataset	GeRaF	F1 Score97	20	1mo ago
ABC sigma = 0.01 (test)	NoiseSDF2NoiseSDF	NC0.865	13	1mo ago
Famous (sigma = 0.01) (test)	NoiseSDF2NoiseSDF	NC0.831	11	1mo ago
self-collected datasets	Trim2DGS	Accuracy14.65	10	3mo ago
Pulmonary 75	CrossSDF	CD0.24	10	4mo ago
Heart 100	CrossSDF	Chamfer Distance0.38	10	4mo ago
Coro 75	CrossSDF	Chamfer Distance (CD)0.21	10	4mo ago
Coronaries 75	CrossSDF	Chamfer Distance (CD)0.28	10	4mo ago
Cerebral 75	CrossSDF	Chamfer Distance (CD)0.24	10	4mo ago
Alveolis 100	CrossSDF	Chamfer Distance (CD)0.35	10	4mo ago
Brain 25 (test)	CrossSDF	CD (x100)0.65	10	4mo ago
Hand 25 (test)	CrossSDF	Chamfer Distance (x100)0.21	10	4mo ago
Eight 25 (test)	CrossSDF	Chamfer Distance (CD)0.1	10	4mo ago
Elephant 25 (test)	CrossSDF	CD (x100)0.47	10	4mo ago
Balloon Dog 25 (test)	CrossSDF	CD (x100)0.23	10	4mo ago
Armadillo 25 (test)	CrossSDF	Chamfer Distance (CD)0.0071	10	4mo ago
3D breast scans monocular RGB videos	Ours	CD1.73	9	3mo ago
ShapeNet 3k points	ConvONet	Reconstruction Time0.6	9	4mo ago
Real sigma = 0.02 (test)	POCO	NC0.803	8	1mo ago
Famous (sigma = 0.02) (test)	POCO	NC78.5	8	1mo ago
ABC (sigma = 0.02) (test)	POCO	NC0.848	8	1mo ago
TacSL simulated tactile interaction dataset	Ours w/o physics	Time (min)0.76	7	2mo ago
Common 3D Models & Objaverse (test)	GMR	CD0	7	4mo ago

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