Home News Latest Papers Tutorials Datasets Wiki SOTA LLM Models GPU Leaderboard Events

English

Surface Normals Estimation On Stanford Orb

Metrics

Cosine Distance

Results

Performance results of various models on this benchmark

Model Name	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	-

0 of 7 row(s) selected.