LLFF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | LLFF 3-view | PSNR22.2 | 162 | |
| Novel View Synthesis | LLFF | PSNR29.66 | 144 | |
| Novel View Synthesis | LLFF 6-view | PSNR25.37 | 143 | |
| Novel View Synthesis | LLFF 9-view | PSNR26.731 | 135 | |
| Novel View Synthesis | LLFF (test) | PSNR27.5 | 96 | |
| Novel View Synthesis | LLFF multi-scale (test) | PSNR26.85 | 56 | |
| Novel View Synthesis | LLFF 3-view (test) | PSNR22.05 | 53 | |
| Novel View Synthesis | LLFF forward-facing 27 | PSNR31.95 | 48 | |
| New View Synthesis | LLFF (R) | SSIM0.918 | 32 | |
| Novel View Synthesis | LLFF real-world scenes 17 (test) | PSNR31.9 | 28 | |
| Camera Parameter Estimation | LLFF original (test) | Rotation Error0.89 | 27 | |
| 3D Object Extraction | LLFF | Accuracy98.6 | 26 | |
| Novel View Synthesis | LLFF (3 views) | PSNR21.348 | 25 | |
| Novel View Synthesis | LLFF small-viewpoint set (R) | PSNR27.66 | 24 | |
| Novel View Synthesis | LLFF (P2) | PSNR28.19 | 24 | |
| Novel View Synthesis | LLFF 6-view (test) | PSNR25.4 | 23 | |
| Novel View Synthesis | LLFF 9-view (test) | PSNR26.44 | 22 | |
| Novel View Synthesis | LLFF 4 input views (test) | LPIPS0.1694 | 20 | |
| Novel View Synthesis | LLFF Forward-facing (test) | PSNR26.92 | 20 | |
| Novel View Synthesis | LLFF-NeRF (test) | SSIM87.38 | 20 | |
| Depth Estimation | LLFF 3 views (test) | Depth SROCC0.8935 | 17 | |
| Novel View Synthesis | LLFF 3-shot | PSNR20 | 17 | |
| Novel View Synthesis | LLFF 2 input views | LPIPS0.2638 | 16 | |
| Depth Estimation | LLFF 4 input views (test) | Depth SROCC0.9355 | 16 | |
| Neural Radiance Fields | LLFF (test) | PSNR31.6 | 16 |
Showing 25 of 97 rows