SOTA Single-view 3D Reconstruction benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
ShapeNet-R2N2 (test)	AttSets	mIoU64.2	22	3mo ago
GSO (test)	SPAR3D	CD0.12	18	28d ago
Pix3D (test)	AutoSDF	IoU0.521	16	3mo ago
SRN Cars (test)	Latent Posterior Sampling	PSNR26.9	9	22d ago
Toys4k (test)	Mix3R	PSNR28.144	8	28d ago
OmniObject3D	SPAR3D	Chamfer Distance (CD)0.122	8	3mo ago
ShapeNet Core (test)	DISN	IoU (plane)61.7	8	3mo ago
ShapeNet Chairs	Slice3D	Chamfer Distance (CD)2.67	8	3mo ago
Google Scanned Objects (GSO) 13	Wonder3D	Chamfer Distance0.0199	8	3mo ago
3D-FRONT	SeeingThroughClutter	Chamfer Distance0.11	7	3mo ago
GSO	SyncDreamer	Chamfer Distance0.0261	7	3mo ago
ShapeNet Airplanes	Slice3D	CD2.81	7	3mo ago
OpenVid	MoCam	BC0.9334	6	21d ago
GSO fixed elevation 30°	EpiDiff	Chamfer Distance0.0429	6	3mo ago
Google Scanned Objects (test)	pix2gestalt (GT Mask) + SyncDr.	CD0.0681	5	3mo ago
IKEA dataset (test)	3D-VAE-GAN	Chair AP42.6	5	3mo ago
ShapeNet Core all categories	DISN	F-Score @ 0.5%7.9	4	3mo ago
Google Scanned Objects (GSO) 100 random shapes	TGS	CD21.04	4	3mo ago
Objaverse (test)	Slice3D	Chamfer Distance (CD)16.6	4	3mo ago
Objaverse	Slice3D	CD16.6	4	3mo ago
CARLA (test)	Hybrid GAN Inversion (Slow)	FID5.97	4	3mo ago
SRN Chairs ShapeNet (test)	Hybrid GAN Inversion (Slow)	PSNR19.36	4	3mo ago
ShapeNet	3PSDF	CD (car)0.0008	4	3mo ago
ShapeNet 13 categories (test)	SDFDiff	Airplane IoU68.74	4	3mo ago
ShapeNet all 32^3 resolution (test)	OGN	Plane IoU58.7	3	3mo ago

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