4D Scene Reconstruction on iPhone
13.98Apple Scene ScoreSEE4D
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SEE4DVenue=Ours, Metric=PSNR2025.10 | 13.98 | — | — | — | 14.67 | 15.24 | 14.72 | 14.22 | 14.56 | |
| TrajectoryCrafterVenue=ICCV’25, Metric=PSNR2025.10 | 13.88 | — | — | — | 14.21 | 14.89 | 14.51 | 13.73 | 14.24 | |
| Shape-of-MotionVenue=ICCV ’25, Metric=PSNR2025.10 | 11.06 | — | — | — | 11.72 | 11.93 | 11.28 | 10.42 | 11.28 | |
| ReCamMasterVenue=ICCV’25, Metric=PSNR2025.10 | 10.96 | — | — | — | 12.67 | 11.88 | 12.25 | 12.37 | 12.02 | |
| ViewCrafterVenue=TPAMI’25, Metric=PSNR2025.10 | 10.19 | — | — | — | 10.28 | 10.63 | 11.15 | 11.5 | 10.75 | |
| DaSVenue=Siggraph’25, Metric=PSNR2025.10 | 10.02 | — | — | — | 11.64 | 10.27 | 11.11 | 11.82 | 10.97 | |
| GCDVenue=ECCV’24, Metric=PSNR2025.10 | 9.82 | — | — | — | 12.3 | 9.75 | 10.37 | 11.61 | 10.77 | |
| Shape-of-MotionVenue=ICCV’25, Metric=LPIPS2025.10 | 0.879 | — | — | — | 0.601 | 0.486 | 0.56 | 0.65 | 0.635 | |
| ViewCrafterVenue=TPAMI’25, Metric=LPIPS2025.10 | 0.75 | — | — | — | 0.615 | 0.521 | 0.533 | 0.606 | 0.605 | |
| GCDVenue=ECCV’24, Metric=LPIPS2025.10 | 0.738 | — | — | — | 0.59 | 0.535 | 0.576 | 0.629 | 0.614 | |
| DaSVenue=Siggraph’25, Metric=LPIPS2025.10 | 0.732 | — | — | — | 0.593 | 0.52 | 0.551 | 0.608 | 0.601 | |
| ReCamMasterVenue=ICCV’25, Metric=LPIPS2025.10 | 0.683 | — | — | — | 0.537 | 0.491 | 0.545 | 0.572 | 0.566 | |
| TrajectoryCrafterVenue=ICCV’25, Metric=LPIPS2025.10 | 0.612 | — | — | — | 0.479 | 0.471 | 0.518 | 0.513 | 0.519 | |
| SEE4DVenue=Ours, Metric=LPIPS2025.10 | 0.581 | — | — | — | 0.455 | 0.439 | 0.501 | 0.486 | 0.492 | |
| SEE4DVenue=Ours, Metric=SSIM2025.10 | 0.309 | — | — | — | 0.555 | 0.514 | 0.399 | 0.434 | 0.442 | |
| TrajectoryCrafterVenue=ICCV’25, Metric=SSIM2025.10 | 0.285 | — | — | — | 0.528 | 0.482 | 0.38 | 0.411 | 0.417 | |
| ReCamMasterVenue=ICCV’25, Metric=SSIM2025.10 | 0.264 | — | — | — | 0.454 | 0.471 | 0.344 | 0.401 | 0.387 | |
| ViewCrafterVenue=TPAMI’25, Metric=SSIM2025.10 | 0.245 | — | — | — | 0.427 | 0.344 | 0.308 | 0.372 | 0.339 | |
| DaSVenue=Siggraph’25, Metric=SSIM2025.10 | 0.217 | — | — | — | 0.388 | 0.356 | 0.312 | 0.381 | 0.331 | |
| GCDVenue=ECCV’24, Metric=SSIM2025.10 | 0.215 | — | — | — | 0.458 | 0.398 | 0.324 | 0.385 | 0.356 | |
| Shape-of-MotionVenue=ICCV’25, Metric=SSIM2025.10 | 0.197 | — | — | — | 0.446 | 0.425 | 0.319 | 0.357 | 0.349 |