UrbanScene3D
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| View Synthesis | UrbanScene3D Sci-Art | PSNR26.51 | 32 | |
| Novel View Synthesis | UrbanScene3D Building | PSNR22.98 | 13 | |
| Novel View Synthesis | UrbanScene3D Residence (test) | SSIM82.3 | 13 | |
| Surface Reconstruction | UrbanScene3D Sci-Art | PSNR25.96 | 10 | |
| Surface Reconstruction | UrbanScene3D Residence | PSNR23.38 | 8 | |
| Novel View Synthesis | UrbanScene3D PolyTech scene | PSNR22.51 | 7 | |
| Novel View Synthesis | UrbanScene3D (val) | PSNR (Campus)24.42 | 7 | |
| View Synthesis | UrbanScene3D Campus | PSNR23.42 | 6 | |
| View Synthesis | UrbanScene3D Residence | PSNR22.08 | 6 | |
| Camera Pose Estimation | UrbanScene3D (average over 3 scenes) | Time (sec)515 | 3 | |
| 3D Reconstruction | UrbanScene3D ArtSci scene | HD67 | 3 | |
| 3D Reconstruction | UrbanScene3D PolyTech scene | HD63 | 3 | |
| 3D Surface Reconstruction | UrbanScene3D ArtSci scene | Chamfer Distance0.02 | 3 | |
| 3D Surface Reconstruction | UrbanScene3D PolyTech scene | CD0.01 | 3 | |
| Novel View Synthesis | Art Sci UrbanScene3D 15K iterations | PSNR (dB)19.8671 | 2 | |
| Novel View Synthesis | UrbanScene3D Art Sci (test) | PSNR18.3789 | 2 | |
| Large-scale Scene Reconstruction | UrbanScene3D Building | PSNR22.97 | 2 | |
| Large-scale Scene Reconstruction | UrbanScene3D Residence, Sci-Art | Metric- | 0 |
Showing 18 of 18 rows