LLFF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | LLFF 3-view | PSNR22.2 | 130 | |
| Novel View Synthesis | LLFF | PSNR29.66 | 130 | |
| Novel View Synthesis | LLFF 6-view | PSNR25.37 | 105 | |
| Novel View Synthesis | LLFF 9-view | PSNR26.731 | 97 | |
| Novel View Synthesis | LLFF (test) | PSNR27.5 | 91 | |
| Novel View Synthesis | LLFF multi-scale (test) | PSNR26.85 | 56 | |
| Novel View Synthesis | LLFF forward-facing 27 | PSNR31.95 | 48 | |
| Novel View Synthesis | LLFF 3-view (test) | PSNR21.44 | 39 | |
| 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 | |
| Novel View Synthesis | LLFF small-viewpoint set (R) | PSNR27.66 | 24 | |
| Novel View Synthesis | LLFF (P2) | PSNR28.19 | 24 | |
| 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 | |
| Neural Radiance Fields | LLFF (train) | PSNR31.2 | 16 | |
| Camera Pose Estimation | LLFF real-world scenes 17 (test) | Rotation Error (°)0.03 | 16 | |
| Super-Resolution | LLFF x4 (200 x 200) | PSNR29.61 | 12 | |
| Novel View Synthesis | LLFF 4-view 50 (test) | PSNR20.89 | 12 |
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