DL3DV
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | DL3DV | PSNR28.141 | 84 | |
| Novel View Synthesis | DL3DV (test) | PSNR30.39 | 83 | |
| Novel View Synthesis | DL3DV | PSNR29.82 | 75 | |
| Novel View Synthesis | DL3DV | PSNR24.32 | 40 | |
| Novel View Synthesis | DL3DV | PSNR21.04 | 40 | |
| Novel View Synthesis | DL3DV 6view | PSNR29.45 | 34 | |
| Novel View Synthesis | DL3DV 12 views | PSNR27.24 | 29 | |
| Novel View Synthesis | DL3DV 24 views | PSNR27.413 | 28 | |
| Novel View Synthesis | DL3DV benchmark (140 scenes) | PSNR27.7 | 26 | |
| Novel View Synthesis | DL3DV S | LPIPS0.29 | 25 | |
| Sparse-view synthesis | DL3DV Outdoor Benchmark (test) | PSNR13.61 | 24 | |
| Novel View Synthesis | DL3DV 256×448 (test) | PSNR27.09 | 24 | |
| Camera Tracking | DL3DV | Sequence 01 Tracking Performance0.67 | 24 | |
| Long trajectory Novel View Synthesis | DL3DV | PSNR19.32 | 24 | |
| Novel View Synthesis | DL3DV (evaluation) | PSNR30.75 | 22 | |
| 3D Geometry | DL3DV (val) | P-map Error11.9 | 18 | |
| Point Map Reconstruction | DL3DV-benchmark 8-view | Relative Error (rel)0.045 | 18 | |
| 3D Reconstruction | DL3DV-140 | PSNR27.07 | 18 | |
| Novel View Synthesis | DL3DV 140 (test) | PSNR26.9 | 17 | |
| Novel View Synthesis | DL3DV Benchmark 2024 (test) | PSNR20.2 | 16 | |
| Novel View Synthesis | DL3DV v1 (hold-out scenes) | PSNR28.47 | 16 | |
| Novel View Synthesis | DL3DV | PSNR22.21 | 15 | |
| Novel View Synthesis | DL3DV Large-viewpoint set (D) | SSIM54.3 | 14 | |
| Novel View Synthesis | DL3DV Large-viewpoint set (S) | SSIM35.2 | 14 | |
| 3D Scene Reconstruction | DL3DV (test) | LPIPS0.26 | 14 |
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