Single-view 3D Reconstruction on SRN Cars (test)
26.9PSNRLatent Posterior Sampling
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Latent Posterior Samplinglatent dim=10242026.05 | 26.9 | — | — | — | |
| SPARSEGENReconstruction Time=0.027s, 3D Representation Size=280KB (5,120 Gaussians)2026.04 | 24.018 | 91.3 | 23.595 | 0.081 | |
| Splatter ImageReconstruction Time=0.042s, 3D Representation Size=1,472KB (16,384 Gaussians)2026.04 | 23.933 | 92.2 | 44.908 | 0.077 | |
| functalatent dim=10242026.05 | 23.1 | — | — | — | |
| Viewset DiffusionReconstruction Time=16.32s, 3D Representation Size=8,192KB (32,768 Voxel Cells)2026.04 | 22.688 | 89.1 | 39.807 | 0.096 | |
| Hybrid GAN Inversion (Slow)N (Number of inversion steps)=30, Resolution=128x128, Pose Source=predicted2022.11 | 19.55 | 86.4 | 11.37 | — | |
| Hybrid GAN Inversion (Fast)N (Number of inversion steps)=10, Resolution=128x128, Pose Source=predicted2022.11 | 19.24 | 86.1 | 12.26 | — | |
| Hybrid GAN Inversion (Initial)N (Number of inversion steps)=0, Resolution=128x128, Pose Source=predicted2022.11 | 18.54 | 84.8 | 12.39 | — | |
| OpenLRMReconstruction Time=0.301s, 3D Representation Size=3,840KB (12,288 Triplane Cells)2026.04 | 18.286 | 81.5 | 51.421 | 0.134 |