Re10K
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Novel-view synthesis | RE10K (test) | PSNR25.21 | 66 | |
| Novel View Synthesis | RE10K challenging views (test) | PSNR25.02 | 56 | |
| Novel-view synthesis | RE10K (Average) | PSNR25.595 | 12 | |
| Novel-view synthesis | RE10K Large | PSNR28.317 | 12 | |
| Novel-view synthesis | RE10K (Medium) | PSNR25.383 | 12 | |
| Novel-view synthesis | RE10K Small | PSNR22.82 | 12 | |
| Novel-view reconstruction | RE10K | PSNR26.39 | 12 | |
| View Reconstruction | RE10K 2-view (test) | PSNR24.833 | 11 | |
| Pose Estimation | RE10K | AUC @ 5°0.684 | 11 | |
| 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 | |
| Camera Pose Estimation | Re10K static indoor scenes | Pose AUC83.5 | 6 | |
| Novel View Synthesis | RE10K narrow-view baseline (test) | PSNR25.97 | 5 | |
| Novel View Synthesis | RE10K wide-view baseline (test) | PSNR23.99 | 5 | |
| Video Generation | Re10k (test) | Temporal Consistency100 | 5 | |
| Long-term view synthesis | Re10K (test) | FID41.09 | 5 | |
| View Reconstruction | RE10K 5-view (test) | PSNR24.721 | 3 | |
| Text-to-Video + Camera Control | RE10K | Translation Error1.412 | 2 | |
| Video Generation | RE10K (20s @ 10 fps, 200 frames) | FID30.23 | 2 |
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