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ResearchFormerly WizWand

Reflective Object Reconstruction on Glossy Synthetic

31.3PSNRSpherical Voronoi
13.609618.202322.79527.3877Oct 2, 2024Dec 14, 2024Feb 25, 2025May 10, 2025Jul 22, 2025Oct 3, 2025Dec 16, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Spherical Voronoi2025.1231.30.9620.046
Ref-GSretrained for consistency=true2025.1231.270.9620.045
3DGS-DR (+MVGS)integration=MVGS2024.1030.810.9620.047
3DGS-DRretrained for consistency=true2025.1230.360.9570.053
3DGS-DR2024.1030.130.9530.058
ENVIDR2025.1229.580.9520.057
ENVIDR2024.1029.560.9520.059
GShaderretrained for consistency=true2025.1227.540.9220.087
GaussianShader2024.1027.530.9210.086
Ref-NeRF2025.1227.50.9270.1
Ref-NeRF2024.1027.490.9270.1
3iGSretrained for consistency=true2025.1226.860.9150.088
3DGS2025.1226.50.9170.092
3DGS2024.1026.490.9170.092
LAD (Ours)Lighting=Random-lit, Input=Single-image2025.1125.320.92740.0368
DiLightNetLighting=Random-lit, Input=Single-image2025.1124.090.92130.0523
DiffusionRendererLighting=Random-lit, Input=Single-image2025.1123.40.91630.0547
NPC2024.1021.960.8410.181
RGB↔XLighting=Random-lit, Input=Single-image2025.1114.290.86120.1271