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Surface Normals Estimation On Stanford Orb

Metriken

Cosine Distance

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	Cosine Distance	Paper Title	Repository
NeRD	0.28	NeRD: Neural Reflectance Decomposition from Image Collections
NeRFactor	0.29	NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination
Neural-PBIR	0.06	Neural-PBIR Reconstruction of Shape, Material, and Illumination	-
NVDiffRecMC	0.04	Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising
InvRender	0.06	NeFII: Inverse Rendering for Reflectance Decomposition with Near-Field Indirect Illumination
NVDiffRec	0.06	Extracting Triangular 3D Models, Materials, and Lighting From Images
PhySG	0.17	PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting	-

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