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3D Object Reconstruction

Image: Choy et al

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 151–153 of 153 papers

Title	Date	Tasks	Status	Hype	Score
Structural Causal 3D Reconstruction	Jul 20, 2022	3D Object Reconstruction3D Reconstruction	—Unverified	0	0
Multi-Modal 3D Mesh Reconstruction from Images and Text	Mar 10, 2025	3D Object Reconstruction3D Reconstruction	—Unverified	0	0
Style Agnostic 3D Reconstruction via Adversarial Style Transfer	Oct 20, 2021	3D geometry3D Object Reconstruction	—Unverified	0	0

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All datasets Data3D−R2N2 BEHAVE RenderPeople ShapeNet

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GEOMetrics	Avg F1	67.37	—	Unverified
2	MVD	Avg F1	66.39	—	Unverified
3	Pixel2Mesh	Avg F1	59.72	—	Unverified
4	PSGN	Avg F1	48.58	—	Unverified
5	3D-R2N2	Avg F1	39.01	—	Unverified
6	N3MR	Avg F1	33.8	—	Unverified
7	LRGT	3DIoU	0.7	—	Unverified
8	UMIFormer	3DIoU	0.68	—	Unverified
9	Pix2Vox++/A	3DIoU	0.67	—	Unverified
10	Pix2Vox-A	3DIoU	0.66	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PHOSA	Chamfer Distance	26.62	—	Unverified
2	CHORE	Chamfer Distance	10.66	—	Unverified
3	CONTHO	Chamfer Distance	8.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PIFu (3 views)	Chamfer (cm)	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SoftRas (full)	3DIoU	0.65	—	Unverified