Novel View Synthesis on Deep Blending (SSIM, PSNR, LPIPS)
91.3SSIMOctree-GS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Octree-GS2026.07 | 91.3 | 30.41 | 0.238 | |
| SNS2026.05 | 91.2 | 30.3 | 0.244 | |
| GADA2026.07 | 91.1 | 30.22 | 0.235 | |
| RadSplatTime=28.02, NGS=0.90M2026.05 | 90.8 | 29.98 | 0.255 | |
| MMGS-BTime=4.05, NGS=0.46M2026.05 | 90.8 | 30.27 | 0.248 | |
| SSS2026.05 | 90.7 | 30.07 | 0.247 | |
| Mini-splattingTime=21.84, NGS=0.56M2026.05 | 90.7 | 30.01 | 0.243 | |
| Taming 3DGS2026.07 | 90.7 | 29.87 | 0.235 | |
| Denoising-GSVenue=Ours2026.05 | 90.6 | 29.872 | 0.239 | |
| Scaffold-GS2026.05 | 90.6 | 30.21 | 0.254 | |
| Mobile-GSStorage (MB)=4.6, FPS=135, Train (min)=752026.06 | 90.6 | 29.93 | 0.243 | |
| Scaffold-GS2026.07 | 90.6 | 30.21 | 0.254 | |
| 3DHGS2026.05 | 90.5 | 29.76 | 0.242 | |
| Speedy-splatTime=18.60, NGS=0.48M2026.05 | 90.5 | 29.63 | 0.256 | |
| MMGSTime=3.04, NGS=0.24M2026.05 | 90.5 | 30.18 | 0.26 | |
| Fre-GS2026.05 | 90.4 | 29.93 | 0.24 | |
| FastGSTime=2.98, NGS=0.32M2026.05 | 90.4 | 30.04 | 0.257 | |
| 3DGS2026.05 | 90.3 | 29.41 | 0.243 | |
| 3DGSTime=30.18, NGS=2.46M2026.05 | 90.3 | 29.74 | 0.25 | |
| 3DGSStorage (MB)=697.3, Train (min)=242026.06 | 90.3 | 29.41 | 0.243 | |
| LocoGS-SStorage (MB)=7.8, FPS=14, Train (min)=472026.06 | 90.3 | 29.76 | 0.251 | |
| 2DGS2026.07 | 90.3 | 29.49 | 0.256 | |
| DashGaussianTime=7.18, NGS=1.94M2026.05 | 90.2 | 29.61 | 0.249 | |
| GHAPTime=20.26, NGS=0.49M2026.05 | 90.2 | 29.74 | 0.255 | |
| 3DGS2026.07 | 90.2 | 29.4 | 0.242 | |
| Mip-Splatting2026.07 | 90.2 | 29.35 | 0.238 | |
| AbsGS2026.07 | 90.2 | 29.67 | 0.236 | |
| Taming 3DGSVenue=SIGGRAPH Asia’242026.05 | 90.1 | 29.968 | 0.273 | |
| GESVenue=CVPR’242026.05 | 90.1 | 29.553 | 0.252 | |
| AbsGSVenue=ACM MM’242026.05 | 90.1 | 29.612 | 0.239 | |
| 3D-HGSVenue=CVPR’252026.05 | 90.1 | 29.554 | 0.248 | |
| Mip-NeRF2026.05 | 90.1 | 29.4 | 0.245 | |
| GES2026.05 | 90.1 | 29.82 | 0.252 | |
| Vanilla 3DGSVenue=ToG’232026.05 | 90 | 29.475 | 0.247 | |
| GS-LPMVenue=CVPR’252026.05 | 90 | 29.421 | 0.246 | |
| Compact-3DGSTime=30.50, NGS=1.04M2026.05 | 90 | 29.67 | 0.258 | |
| C3DGSStorage (MB)=24.7, FPS=16, Train (min)=352026.06 | 90 | 29.73 | 0.258 | |
| Taming-3dgsTime=4.05, NGS=0.29M2026.05 | 89.9 | 29.83 | 0.274 | |
| IBGS2026.07 | 89.9 | 29.94 | 0.237 | |
| Mip-SplattingVenue=CVPR’242026.05 | 89.8 | 29.31 | 0.242 | |
| Flux-GSStorage (MB)=1.9, FPS=158, Train (min)=102026.06 | 89.8 | 29.73 | 0.275 | |
| 3DGS-MCMCVenue=NeurIPS’242026.05 | 89.5 | 29.665 | 0.32 | |
| Mobile-GS*Storage (MB)=4.5, FPS=146, Train (min)=632026.06 | 89.5 | 29.14 | 0.281 | |
| 3DGS-MCMC2026.07 | 89.5 | 29.67 | 0.32 | |
| PGSR2026.07 | 89.4 | 29.22 | 0.255 | |
| Pixel-GSVenue=ECCV’242026.05 | 89.2 | 28.858 | 0.251 | |
| Variational-3DGSVenue=NeurIPS’242026.05 | 89 | 28.732 | 0.265 | |
| 3DGS-MCMC2026.05 | 89 | 29.67 | 0.32 | |
| LightGaussianTime=25.73, NGS=0.57M2026.05 | 87.7 | 27.25 | 0.298 | |
| 3DGS*Storage (MB)=697.3, FPS=12, Train (min)=242026.06 | 86.5 | 29.17 | 0.311 | |
| Speedy-SplatStorage (MB)=71.2, FPS=24, Train (min)=162026.06 | 86.4 | 29.11 | 0.309 |