NVDiffRec

Reported on 5 benchmarks across 3 tasks · 1 paper · 1 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· 2021-11-24
0.039
best: 0.023 (Neural-PBIR)
SOTA
Extracting Triangular 3D Models, Materials, and Lighting From Images arXiv:2111.12503
Image EnhancementonStanford-ORB
HDR-PSNR· 2021-11-24
22.91
best: 26.01 (Neural-PBIR)
Extracting Triangular 3D Models, Materials, and Lighting From Images arXiv:2111.12503
Image EnhancementonStanford-ORB
SSIM· 2021-11-24
0.963
best: 0.979 (Neural-PBIR)
Extracting Triangular 3D Models, Materials, and Lighting From Images arXiv:2111.12503
Surface Normals EstimationonStanford-ORB
Cosine Distance· 2021-11-24
0.06
best: 0.29 (NeRFactor)
Extracting Triangular 3D Models, Materials, and Lighting From Images arXiv:2111.12503
Inverse RenderingonStanford-ORB
HDR-PSNR· 2021-11-24
22.91
best: 26.01 (Neural-PBIR)
Extracting Triangular 3D Models, Materials, and Lighting From Images arXiv:2111.12503