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ResearchFormerly WizWand

3D Gaussian Splatting Compression on ScanNet++ 0.3 compression ratio (test)

0.1718LPIPSZip-GS
0.160340.2376950.315050.392405Sep 29, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Zip-GSCompression Ratio=0.3, Ratio (Size, MB)=37.9× (10.68)2025.090.171886.0325.25
LightGS (with SH)Compression Ratio=0.3, Ratio (Size, MB)=3.3× (121.42)2025.090.249885.123.45
Difix3DCompression Ratio=0.32025.090.253582.2822.33
LightGS (w/o SH)Compression Ratio=0.3, Ratio (Size, MB)=12.2× (33.29)2025.090.266782.722.45
LightGS*Compression Ratio=0.3, Ratio (Size, MB)=3.3× (121.41)2025.090.296277.7421.78
FlexGaussianCompression Ratio=0.3, Ratio (Size, MB)=21.2× (19.12)2025.090.370484.0823.23
PrefPaintCompression Ratio=0.32025.090.408668.3716.76
SD2-InpaintCompression Ratio=0.32025.090.458361.314.07