NVDiffRecMC

Reported on 5 benchmarks across 3 tasks · 1 paper · 4 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
HDR-PSNR· 2022-06-07
24.43
best: 26.01 (Neural-PBIR)
SOTA
Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising arXiv:2206.03380
Image EnhancementonStanford-ORB
LPIPS· 2022-06-07
0.036
best: 0.023 (Neural-PBIR)
SOTA
Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising arXiv:2206.03380
Image EnhancementonStanford-ORB
SSIM· 2022-06-07
0.972
best: 0.979 (Neural-PBIR)
SOTA
Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising arXiv:2206.03380
Inverse RenderingonStanford-ORB
HDR-PSNR· 2022-06-07
24.43
best: 26.01 (Neural-PBIR)
SOTA
Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising arXiv:2206.03380
Surface Normals EstimationonStanford-ORB
Cosine Distance· 2022-06-07
0.04
best: 0.29 (NeRFactor)
Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising arXiv:2206.03380