PhySG

Reported on 5 benchmarks across 3 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision5 results

Image EnhancementonStanford-ORB
LPIPS· 2021-04-01
0.055
best: 0.023 (Neural-PBIR)
SOTA
PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting arXiv:2104.00674
Image EnhancementonStanford-ORB
SSIM· 2021-04-01
0.96
best: 0.979 (Neural-PBIR)
SOTA
PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting arXiv:2104.00674
Image EnhancementonStanford-ORB
HDR-PSNR· 2021-04-01
21.81
best: 26.01 (Neural-PBIR)
PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting arXiv:2104.00674
Surface Normals EstimationonStanford-ORB
Cosine Distance· 2021-04-01
0.17
best: 0.29 (NeRFactor)
PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting arXiv:2104.00674
Inverse RenderingonStanford-ORB
HDR-PSNR· 2021-04-01
21.81
best: 26.01 (Neural-PBIR)
PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting arXiv:2104.00674