GSO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| View Synthesis | GSO (test) | PSNR32.92 | 19 | |
| 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 | |
| 3D Reconstruction | GSO | RGB-LPIPS Mean0.022 | 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 | |
| Image-to-3D Mesh Generation | GSO (test) | PSNR20.0611 | 8 | |
| 3D Reconstruction | GSO 13 (test) | Chamfer Distance0.0187 | 8 | |
| Novel View Synthesis | GSO static orbit | PSNR22.316 | 7 | |
| 3D Object Reconstruction | GSO | CD0.098 | 7 | |
| Single-view 3D Reconstruction | GSO | Chamfer Distance0.0261 | 7 | |
| Novel View Synthesis | GSO | PSNR31.71 | 7 | |
| Single-view 3D Reconstruction | GSO fixed elevation 30° | Chamfer Distance0.0429 | 6 | |
| Novel View Synthesis | GSO Elevation Degree 30 (test) | PSNR25.63 | 6 | |
| Image-to-3D | GSO 13 (entire set) | F-Score93.6 | 6 | |
| Future State Prediction | GSO (test) | PSNR25.71 | 5 | |
| 3D Reconstruction (Normal Map) | GSO uniform views (test) | PSNR26.39 | 5 | |
| 3D Reconstruction (RGB) | GSO uniform views (test) | PSNR20.35 | 5 |
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