GauU-Scene
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | GauU-Scene Modern Building | SSIM0.814 | 13 | |
| Novel View Synthesis | GauU-Scene Residence | SSIM0.789 | 13 | |
| Scene Reconstruction | GauU-Scene Russian Building | PSNR24.94 | 9 | |
| Scene Reconstruction | GauU-Scene Modern Building | PSNR27.07 | 8 | |
| Scene Reconstruction | GauU-Scene Residence | PSNR24.51 | 8 | |
| Novel View Synthesis | GauU-Scene Russian Building | SSIM0.81 | 8 | |
| Geometry Reconstruction | GauU-Scene Modern Building | Precision66.2 | 7 | |
| Geometry Reconstruction | GauU-Scene Russian Building | Precision0.572 | 7 | |
| Geometry Reconstruction | GauU-Scene Residence | Precision57.9 | 7 | |
| Geometric Reconstruction | GauU-Scene (College) | Precision57.7 | 7 | |
| Geometric Reconstruction | GauU-Scene Village | Precision58 | 7 | |
| Geometric Reconstruction | GauU-Scene Campus | Precision50.5 | 7 | |
| Surface Reconstruction | GauU-Scene SZIIT | Precision19.25 | 3 | |
| Surface Reconstruction | GauU-Scene LFLS | Precision9.78 | 3 | |
| Surface Reconstruction | GauU-Scene CUHK-UPPER | Precision29.5 | 3 | |
| Surface Reconstruction | GauU-Scene CUHK-LOWER | Precision14.2 | 3 | |
| Large-Scale Scene Modeling | GauU-Scene Modern | PSNR26.44 | 3 | |
| Large-Scale Scene Modeling | GauU-Scene Russia | PSNR24.53 | 3 | |
| Large-Scale Scene Modeling | GauU-Scene Residence | PSNR23.78 | 3 |
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