3D Reconstruction

Benchmarks

Dataset Name	SOTA Method	Metric
ShapeNet (test)	Touch2Shape	EMD0.042	74	3d ago
ShapeNet	MPS (Marching-Primitives with superquadrics)	IoU95	62	3d ago
DTU		Accuracy Median8.225	47	2d ago
Neural RGB-D (NRGBD)	CUT3R	Acc Mean0.326	38	3d ago
Mip-NeRF 360	3DGS	SSIM0.815	37	3d ago
Replica	LIMAP	Accuracy3,465.06	36	2d ago
DTU	RaDe-GS	Average Error0.68	32	3d ago
7-Scenes	MASt3R	Accuracy Mean29.5	32	2d ago
Mip-NeRF 360 (test)	Scaffold-GS (+Ours)	PSNR29.82	24	3d ago
Tanks&Temples	Ours30K	PSNR23.14	22	3d ago
Zip-NeRF	FlexGS	PSNR25.167	20	3d ago
T&T	FlexGS	PSNR27.802	20	3d ago
DL3DV-140	Scaffold-GS	PSNR27.07	18	3d ago
Google Scanned Objects (GSO) (test)	GS-LRM	LPIPS0.03	17	3d ago
ShapeNet	2D-3D self-consistency framework	mIoU (Car)85.8	17	3d ago
ETH local feature benchmark Tower of London	CAPS	Image Count1,104	16	3d ago
ETH local feature benchmark Gendarmenmarkt	CAPS	Image Count1,179	16	3d ago
Tanks&Temples (test)	Scaffold-GS (+Ours)	PSNR25.54	15	3d ago
ScanNet	MonoSDF	F-score73.3	13	3d ago
ScanNet 6 scenes	RayDF	ADE5.31	13	3d ago
ShapeNet (test)	Pix2Vox-F	Forward Pass Time (ms)9.25	13	3d ago
GSO Novel (test)	Ours-NBP	PSNR32.35	12	3d ago
GSO (train)	Ours-NBP	PSNR43.65	12	3d ago
ABC	Touch2Shape	Chamfer Distance1.406	12	3d ago
NRGBD (test)	Spann3R	Acc41.6	12	3d ago

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