Re10K
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | RE10K | SSIM95.6 | 345 | |
| Novel-view synthesis | RE10K (test) | PSNR28.652 | 91 | |
| Novel-view synthesis | RE10K (Average) | PSNR30.61 | 57 | |
| Novel-view synthesis | RE10K (Medium) | PSNR30.51 | 57 | |
| Novel View Synthesis | RE10K challenging views (test) | PSNR25.02 | 56 | |
| Pose Estimation | RE10K | AUC @ 5°0.755 | 41 | |
| Novel-view synthesis | RE10K Small | PSNR24.129 | 38 | |
| Novel View Synthesis | RE10K large overlap | PSNR31.77 | 32 | |
| Novel View Synthesis | RE10K (small overlap) | PSNR29.44 | 32 | |
| View Synthesis | Re10K (test) | PSNR31.23 | 30 | |
| Camera pose estimation | Re10K | AUC@3091.1 | 30 | |
| Novel-view synthesis | RE10K Large | PSNR29.274 | 25 | |
| Novel-view reconstruction | RE10K | PSNR31.57 | 25 | |
| Novel View Synthesis | RE10K 8 views | PSNR26.629 | 22 | |
| 3D Scene Reconstruction | RE10K (test) | LPIPS17.5 | 15 | |
| Novel View Synthesis | RE10K 4 views | PSNR26.36 | 15 | |
| Video frame interpolation | RE10K | MSE2.58 | 14 | |
| Pose Estimation | RE10K (test) | AUC @ 5°65.7 | 13 | |
| New View Synthesis | RE10K (D) | LPIPS0.325 | 13 | |
| New View Synthesis | RE10K (R) | SSIM69.3 | 13 | |
| View Reconstruction | RE10K 2-view (test) | PSNR24.833 | 13 | |
| Forward trajectory generation | Re10K (test) | LPIPS0.431 | 12 | |
| Novel View Synthesis | RE10k 2-views setup | PSNR25.693 | 10 | |
| New View Synthesis | RE10K (P) | LPIPS0.097 | 10 | |
| Novel View Synthesis | RE10K small-viewpoint set (P) | PSNR25.57 | 10 |
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