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ResearchFormerly WizWand

3D Gaussian Splatting Compression on ScanNet++ 0.1 compression ratio (test)

0.2321LPIPSZip-GS
0.2178120.3142560.41070.507144Sep 29, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Zip-GSCompression Ratio=0.1, Ratio (Size, MB)=109.1× (3.71)2025.090.232181.2222.93
LightGS*Compression Ratio=0.1, Ratio (Size, MB)=10.0× (40.47)2025.090.406268.4218.87
Difix3DCompression Ratio=0.12025.090.444960.3715.6
LightGS (with SH)Compression Ratio=0.1, Ratio (Size, MB)=10.0× (40.47)2025.090.453961.8615.64
LightGS (w/o SH)Compression Ratio=0.1, Ratio (Size, MB)=36.5× (11.10)2025.090.458361.315.56
FlexGaussianCompression Ratio=0.1, Ratio (Size, MB)=60.3× (6.71)2025.090.488768.3315.62
PrefPaintCompression Ratio=0.12025.090.551852.6313.91
SD2-InpaintCompression Ratio=0.12025.090.589346.9112.64