DeepBlending
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | DeepBlending (test) | PSNR29.92 | 43 | |
| 3D scene reconstruction | DeepBlending | PSNR30.24 | 30 | |
| 3DGS Compression Artifact Restoration | DeepBlending (novel views) | LPIPS0.125 | 25 | |
| Novel View Synthesis | DeepBlending | PSNR30.48 | 18 | |
| Novel View Synthesis | DeepBlending | PSNR30.01 | 16 | |
| 3D Gaussian Splatting Compression | DeepBlending | PSNR30.49 | 16 | |
| Novel View Synthesis | DeepBlending | PSNR30.39 | 11 | |
| Novel View Super-Resolution | DeepBlending | PSNR29.77 | 7 | |
| Novel View Synthesis | DeepBlending | 10%Q PSNR17.41 | 6 | |
| Super-Resolution | DeepBlending | PSNR28.03 | 3 | |
| Novel View Synthesis | DeepBlending | Model Size (MB)116 | 3 | |
| Novel View Synthesis | DeepBlending | ΔLIP10.0031 | 3 | |
| 3DGS Compression | DeepBlending | BD-rate vs HAC++-19.58 | 1 |
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