Compact 3D Scene Representation via Self-Organizing Gaussian Grids

Benchmark Model Rank Results
novel-view-synthesis-on-deep-blending-drjohnson-playroom-nvsSelf-Organizing Gaussian Grids (w/o SH)#1PSNR: 30.50SSIM: 0.908LPIPS: 0.261
novel-view-synthesis-on-nerfSelf-Organizing Gaussians#3PSNR: 33.7SSIM: 0.969LPIPS: 0.031Size (MB): 4.1
novel-view-synthesis-on-tanks-and-templesSelf-Organizing Gaussians#4PSNR: 25.63LPIPS: 0.208Size (MB): 21.4
novel-view-synthesis-on-mip-nerf-360Self-Organizing Gaussians#15LPIPS: 0.22PSNR: 27.64SSIM: 0.864Size (MB): 40.3