| Paper | Code | HDR-PSNR | SSIM | LPIPS | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Neural-PBIR Reconstruction of Shape, Material, and Illumination | 26.01 | 0.979 | 0.023 | Neural-PBIR | 2023-04-26 | |
| Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising | ✓ Link | 24.43 | 0.972 | 0.036 | NVDiffRecMC | 2022-06-07 |
| NeFII: Inverse Rendering for Reflectance Decomposition with Near-Field Indirect Illumination | ✓ Link | 23.76 | 0.970 | 0.046 | InvRender | 2023-03-29 |
| NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination | ✓ Link | 23.54 | 0.969 | 0.048 | NeRFactor | 2021-06-03 |
| NeRD: Neural Reflectance Decomposition from Image Collections | ✓ Link | 23.29 | 0.957 | 0.059 | NeRD | 2020-12-07 |
| Extracting Triangular 3D Models, Materials, and Lighting From Images | ✓ Link | 22.91 | 0.963 | 0.039 | NVDiffRec | 2021-11-24 |
| PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting | 21.81 | 0.960 | 0.055 | PhySG | 2021-04-01 |