N3DV
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Dynamic Scene Reconstruction | N3DV (test) | PSNR32.66 | 32 | |
| Dynamic scene reconstruction | N3DV | Throughput (s/frame)2.3 | 24 | |
| Dynamic Scene Reconstruction | N3DV coffee martini (test) | PSNR31.7 | 18 | |
| Dynamic 3D Reconstruction | N3DV | PSNR (dB)32.14 | 16 | |
| Dynamic Scene Reconstruction | N3DV | PSNR (dB)33.43 | 13 | |
| Dynamic Scene Reconstruction | N3DV | PSNR (dB)32.53 | 11 | |
| Novel View Rendering | N3DV Cut Roast Beef | PSNR33.06 | 11 | |
| Novel View Rendering | N3DV Flame Steak | PSNR33.34 | 11 | |
| Novel View Rendering | N3DV Sear Steak | PSNR33.12 | 11 | |
| Novel View Rendering | N3DV Cook Spinach | PSNR32.59 | 11 | |
| Dynamic View Synthesis | N3DV (camera 0 held-out) | PSNR26.98 | 10 | |
| Dynamic Scene Reconstruction | N3DV | PSNR31.01 | 9 | |
| Novel View Synthesis | N3DV (test) | PSNR32.81 | 9 | |
| Novel View Synthesis | N3DV flame salmon 1200 frames (test) | PSNR29.4 | 7 | |
| View Synthesis | N3DV Novel Cameras Extreme | PSNR15.91 | 6 | |
| View Synthesis | N3DV Novel Cameras Moderate | PSNR19.93 | 6 | |
| View Synthesis | N3DV Original Input Cameras | PSNR31.79 | 6 | |
| 4D Gaussian Splatting refinement | N3DV HQ | PSNR32.736 | 6 | |
| 4D Novel View Synthesis | N3DV Cut Roasted Beef scene (unseen) | PSNR22.392 | 6 | |
| 4D Novel View Synthesis | N3DV Sear Steak scene (unseen) | PSNR27.654 | 6 | |
| Novel View Synthesis | N3DV Flame Steak (val) | PSNR27.24 | 6 | |
| Novel View Synthesis | N3DV Cook Spinach (val) | PSNR24.085 | 6 | |
| Novel View Synthesis | N3DV Coffee Martini (val) | PSNR26.283 | 6 | |
| Volumetric Video Reconstruction | N3DV flame_salmon | PSNR33.06 | 6 | |
| Dynamic Scene Reconstruction | N3DV | BD-BR Score-64.9 | 5 |
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