SOTA 3D Reconstruction benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
DTU (test)	3DGS	Total Number of Gaussians831	96	1mo ago
7-Scenes	SmoothQuant	Accuracy Median44.8	94	2d ago
Neural RGB-D (NRGBD)	Spann3R	Acc Mean0.7	88	1mo ago
ShapeNet (test)	Touch2Shape	EMD0.042	74	1mo ago
Mip-NeRF 360	Mip-NeRF360	PSNR27.69	66	1mo ago
ShapeNet	MPS (Marching-Primitives with superquadrics)	IoU95	62	1mo ago
DTU	GSSR	Chamfer Distance0.3	55	22d ago
DTU	GS-2M w/o BRDF	Average Error0.51	47	1mo ago
NRGBD	Flow3r	Chamfer Distance0.007	44	2d ago
Tanks&Temples	C3DGS	PSNR23.32	42	1mo ago
Replica	LIMAP	Accuracy3,465.06	36	1mo ago
ETH3D	LingBot-Map	F1 Score98.98	25	2d ago
ETH local feature benchmark Tower of London	TraqPoint	Track Length13.28	24	10d ago
ETH local feature benchmark Gendarmenmarkt	TraqPoint	Track Length11.06	24	10d ago
Mip-NeRF 360 (test)	Scaffold-GS (+Ours)	PSNR29.82	24	1mo ago
Real experimental neutron CT scanner dataset	DINR	PSNR31.37	20	1mo ago
Zip-NeRF	FlexGS	PSNR25.167	20	1mo ago
T&T	FlexGS	PSNR27.802	20	1mo ago
Madrid Metropolis	PoSFeat	Track Length9.18	19	10d ago
Simulation Data objects (test)	TouchAnything	EMD0.035	18	5d ago
DL3DV-140	Scaffold-GS	PSNR27.07	18	1mo ago
Tanks and Temples (TNT) (test)	N-angelo	F1-score (Barn)70	18	1mo ago
Google Scanned Objects (GSO) (test)	GS-LRM	LPIPS0.03	17	1mo ago
ShapeNet	2D-3D self-consistency framework	mIoU (Car)85.8	17	1mo ago
ETH Herzjesu Small-Scale	ALIKE-N	Track Length6.31	16	10d ago

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