Re10K
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel View Synthesis | RE10K | SSIM93 | 142 | |
| Novel-view synthesis | RE10K (test) | PSNR28.652 | 79 | |
| Novel View Synthesis | RE10K challenging views (test) | PSNR25.02 | 56 | |
| Novel-view synthesis | RE10K Small | PSNR24.129 | 38 | |
| Pose Estimation | RE10K | AUC @ 5°0.722 | 35 | |
| Novel-view synthesis | RE10K (Average) | PSNR26.798 | 33 | |
| Novel-view synthesis | RE10K (Medium) | PSNR26.686 | 33 | |
| Novel-view synthesis | RE10K Large | PSNR29.274 | 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 | |
| Novel-view reconstruction | RE10K | PSNR26.39 | 15 | |
| Video frame interpolation | RE10K | MSE2.58 | 14 | |
| New View Synthesis | RE10K (D) | LPIPS0.325 | 13 | |
| New View Synthesis | RE10K (R) | SSIM69.3 | 13 | |
| View Reconstruction | RE10K 2-view (test) | PSNR24.833 | 11 | |
| New View Synthesis | RE10K (P) | LPIPS0.097 | 10 | |
| Novel View Synthesis | RE10K small-viewpoint set (P) | PSNR25.57 | 10 | |
| Novel-View Synthesis | RE10K official (test) | PSNR22.802 | 9 | |
| Feed-forward 3DGS | RE10K | PSNR22.5 | 9 | |
| Novel View Synthesis | RE10K 256x256 (test) | PSNR33.4 | 9 | |
| Novel View Synthesis | RE10K 24-view setting | Recon Latency (s)0.52 | 9 | |
| Novel View Synthesis | RE10K 24 views (test) | PSNR25.11 | 9 | |
| Novel View Synthesis | RE10K 16 views (test) | PSNR25.27 | 9 | |
| Novel View Synthesis | RE10K large overlap | PSNR27.872 | 8 |
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