LLFF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | LLFF | PSNR29.66 | 124 | |
| Novel View Synthesis | LLFF 3-view | PSNR21.34 | 95 | |
| Novel View Synthesis | LLFF (test) | PSNR27.5 | 79 | |
| Novel View Synthesis | LLFF 9-view | PSNR26.731 | 75 | |
| Novel View Synthesis | LLFF 6-view | PSNR25.204 | 74 | |
| Novel View Synthesis | LLFF multi-scale (test) | PSNR26.85 | 56 | |
| Novel View Synthesis | LLFF forward-facing 27 | PSNR31.95 | 48 | |
| Novel View Synthesis | LLFF real-world scenes 17 (test) | PSNR31.9 | 28 | |
| Camera Parameter Estimation | LLFF original (test) | Rotation Error0.89 | 27 | |
| Novel View Synthesis | LLFF (P2) | PSNR28.19 | 24 | |
| Novel View Synthesis | LLFF Forward-facing (test) | PSNR26.92 | 20 | |
| Novel View Synthesis | LLFF-NeRF (test) | SSIM87.38 | 20 | |
| Novel View Synthesis | LLFF 3-shot | PSNR20 | 17 | |
| Neural Radiance Fields | LLFF (test) | PSNR31.6 | 16 | |
| Neural Radiance Fields | LLFF (train) | PSNR31.2 | 16 | |
| Camera Pose Estimation | LLFF real-world scenes 17 (test) | Rotation Error (°)0.03 | 16 | |
| Novel View Synthesis | LLFF 4-view 50 (test) | PSNR20.89 | 12 | |
| Novel View Synthesis | LLFF 3-view 50 (test) | PSNR19.87 | 12 | |
| Novel View Synthesis | LLFF 2-view 50 (test) | PSNR18.26 | 12 | |
| Few-view 3D Reconstruction | LLFF (out-of-distribution) | PSNR25.63 | 12 | |
| Novel View Synthesis | LLFF (3 train views) | PSNR20.77 | 11 | |
| Novel View Synthesis | LLFF Forward-facing | FPS349.34 | 11 | |
| Novel View Synthesis | LLFF forward-facing scenes | PSNR26.73 | 11 | |
| Novel View Synthesis | LLFF x4 (3 views) (test) | PSNR20.45 | 10 | |
| Few-shot Novel View Synthesis | LLFF static scenes 3 views | PSNR20.89 | 10 |
Showing 25 of 67 rows