GSO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | GSO | PSNR33.08 | 25 | |
| Routing | GSO novel objects {c ∈ C0} | Regret0.4831 | 24 | |
| View Synthesis | GSO (test) | PSNR32.92 | 19 | |
| Amodal 3D object generation | GSO | FID30.73 | 14 | |
| 3D Reconstruction | GSO | CD Mean0.0385 | 14 | |
| Single-view 3D Reconstruction | GSO (test) | CD0.12 | 13 | |
| 3D Reconstruction | GSO Novel (test) | PSNR32.35 | 12 | |
| 3D Reconstruction | GSO (train) | PSNR43.65 | 12 | |
| Dynamic Reconstruction | GSO | backpack28.3 | 12 | |
| Routing | GSO (novel objects) | Regret0.4319 | 11 | |
| Novel view synthesis | GSO-30 | PSNR25.22 | 11 | |
| 3D Object Reconstruction | GSO-30 | Chamfer Distance (×10^-3)0.0173 | 11 | |
| Object Discovery | GSO-O | mDice90.3 | 10 | |
| Foreground Object Discovery | GSO (test) | ARI99.1 | 10 | |
| 3D Shape Reconstruction | GSO | FS0.971 | 10 | |
| Novel View Synthesis | GSO challenging | PSNR21.79 | 10 | |
| 3D Reconstruction Rendering | GSO | PSNR30.52 | 10 | |
| Multi-view generation | GSO | PSNR20.6112 | 9 | |
| Single-image 3D reconstruction | GSO 19 | PSNR21.37 | 9 | |
| Orbital video generation | GSO | PSNR25.05 | 8 | |
| 3D Reconstruction Model Selection | GSO (novel objects) | Latency-Memory Composite Score0.8557 | 8 | |
| 3D Reconstruction | GSO (test) | Chamfer Distance (CD)0.0067 | 8 | |
| Source View Depth Estimation | GSO (test) | Relative Error (Rel)0.584 | 8 | |
| Image-to-3D Mesh Generation | GSO (test) | PSNR20.0611 | 8 | |
| 3D Reconstruction | GSO 13 (test) | Chamfer Distance0.0187 | 8 |
Showing 25 of 61 rows