ROI Rendering on Replica per-scene averages
0.247Rm Error (0)SplaTAM
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SplaTAMMetric=LPIPS, Gaussian budget=1M, Time budget=≤ 0.5 s/frame, Pose source=Ground-truth, Offline refinement=None2026.06 | 0.247 | — | — | — | 0.311 | 0.254 | 0.16 | 0.191 | 0.204 | 0.224 | 0.247 | 0.23 | |
| GaussLiteMetric=LPIPS, Gaussian budget=1M, Time budget=≤ 0.5 s/frame, Pose source=Ground-truth, Offline refinement=None2026.06 | 0.304 | — | — | — | 0.283 | 0.239 | 0.183 | 0.135 | 0.247 | 0.235 | 0.214 | 0.23 | |
| MonoGSMetric=LPIPS, Gaussian budget=1M, Time budget=≤ 0.5 s/frame, Pose source=Ground-truth, Offline refinement=None2026.06 | 0.322 | — | — | — | 0.396 | 0.303 | 0.191 | 0.233 | 0.275 | 0.286 | 0.286 | 0.287 | |
| Gaussian-SLAMMetric=LPIPS, Gaussian budget=1M, Time budget=≤ 0.5 s/frame, Pose source=Ground-truth, Offline refinement=None2026.06 | 0.355 | — | — | — | 0.38 | 0.306 | 0.268 | 0.187 | 0.308 | 0.326 | 0.298 | 0.303 | |
| Gaussian-SLAMMetric=SSIM, Gaussian budget=1M, Time budget=≤ 0.5 s/frame, Pose source=Ground-truth, Offline refinement=None2026.06 | 0.767 | — | — | — | 0.738 | 0.857 | 0.877 | 0.898 | 0.825 | 0.788 | 0.836 | 0.823 | |
| GaussLiteMetric=SSIM, Gaussian budget=1M, Time budget=≤ 0.5 s/frame, Pose source=Ground-truth, Offline refinement=None2026.06 | 0.773 | — | — | — | 0.775 | 0.86 | 0.887 | 0.891 | 0.827 | 0.812 | 0.853 | 0.835 | |
| MonoGSMetric=SSIM, Gaussian budget=1M, Time budget=≤ 0.5 s/frame, Pose source=Ground-truth, Offline refinement=None2026.06 | 0.777 | — | — | — | 0.731 | 0.848 | 0.912 | 0.784 | 0.817 | 0.809 | 0.846 | 0.815 | |
| SplaTAMMetric=SSIM, Gaussian budget=1M, Time budget=≤ 0.5 s/frame, Pose source=Ground-truth, Offline refinement=None2026.06 | 0.801 | — | — | — | 0.715 | 0.821 | 0.898 | 0.863 | 0.85 | 0.804 | 0.818 | 0.821 | |
| MonoGSMetric=PSNR, Gaussian budget=1M, Time budget=≤ 0.5 s/frame, Pose source=Ground-truth, Offline refinement=None2026.06 | 24.24 | — | — | — | 24.57 | 27.14 | 31.57 | 27.28 | 23.26 | 24.87 | 25.83 | 26.1 | |
| Gaussian-SLAMMetric=PSNR, Gaussian budget=1M, Time budget=≤ 0.5 s/frame, Pose source=Ground-truth, Offline refinement=None2026.06 | 24.37 | — | — | — | 25.38 | 28.05 | 31.31 | 30.77 | 23.99 | 23.74 | 25.39 | 26.62 | |
| SplaTAMMetric=PSNR, Gaussian budget=1M, Time budget=≤ 0.5 s/frame, Pose source=Ground-truth, Offline refinement=None2026.06 | 25.58 | — | — | — | 23.41 | 29.19 | 35.57 | 31.36 | 21.16 | 26.32 | 29.91 | 28.56 | |
| GaussLiteMetric=PSNR, Gaussian budget=1M, Time budget=≤ 0.5 s/frame, Pose source=Ground-truth, Offline refinement=None2026.06 | 26.47 | — | — | — | 26.47 | 31.46 | 37.22 | 31.44 | 28.59 | 26.14 | 30.72 | 29.81 |