ROI Rendering (Single-Agent) on Campus (test)
21.95Hb1GaussLite
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GaussLiteMetric=PSNR↑, Budget=Maximum 3M Gaussians, Mapping=Real-time2026.06 | 21.95 | — | — | — | 23.91 | 24.63 | 17.44 | 17.31 | 21.05 | |
| MonoGSMetric=PSNR↑, Budget=Maximum 3M Gaussians, Mapping=Real-time2026.06 | 21.21 | — | — | — | 21.77 | 22.02 | 15.53 | 14.81 | 19.06 | |
| SplaTAMMetric=PSNR↑, Budget=Maximum 3M Gaussians, Mapping=Real-time2026.06 | 20.16 | — | — | — | 20.65 | 22.96 | 16.67 | 16.34 | 19.35 | |
| Gaussian-SLAMMetric=PSNR↑, Budget=Maximum 3M Gaussians, Mapping=Real-time2026.06 | 18.78 | — | — | — | 19.28 | 20.83 | 15.65 | 15.8 | 18.06 | |
| MonoGSMetric=SSIM↑, Budget=Maximum 3M Gaussians, Mapping=Real-time2026.06 | 0.632 | — | — | — | 0.63 | 0.742 | 0.38 | 0.369 | 0.55 | |
| SplaTAMMetric=SSIM↑, Budget=Maximum 3M Gaussians, Mapping=Real-time2026.06 | 0.596 | — | — | — | 0.644 | 0.714 | 0.523 | 0.555 | 0.606 | |
| GaussLiteMetric=SSIM↑, Budget=Maximum 3M Gaussians, Mapping=Real-time2026.06 | 0.582 | — | — | — | 0.609 | 0.725 | 0.487 | 0.496 | 0.58 | |
| SplaTAMMetric=LPIPS↓, Budget=Maximum 3M Gaussians, Mapping=Real-time2026.06 | 0.546 | — | — | — | 0.515 | 0.334 | 0.509 | 0.503 | 0.481 | |
| Gaussian-SLAMMetric=LPIPS↓, Budget=Maximum 3M Gaussians, Mapping=Real-time2026.06 | 0.534 | — | — | — | 0.509 | 0.419 | 0.743 | 0.75 | 0.591 | |
| Gaussian-SLAMMetric=SSIM↑, Budget=Maximum 3M Gaussians, Mapping=Real-time2026.06 | 0.533 | — | — | — | 0.565 | 0.682 | 0.404 | 0.392 | 0.515 | |
| GaussLiteMetric=LPIPS↓, Budget=Maximum 3M Gaussians, Mapping=Real-time2026.06 | 0.502 | — | — | — | 0.473 | 0.322 | 0.546 | 0.514 | 0.471 | |
| MonoGSMetric=LPIPS↓, Budget=Maximum 3M Gaussians, Mapping=Real-time2026.06 | 0.493 | — | — | — | 0.481 | 0.394 | 0.736 | 0.753 | 0.571 |