Novel-view synthesis on ExoRecon (held-out frames)
31.95PSNR (Held-out Frames)NoPo4D
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NoPo4DFeed-Forward=false, post-optimization=true2026.05 | 31.95 | — | — | — | — | — | — | — | — | 0.928 | 0.075 | |
| MonoFusionFeed-Forward=false2026.05 | 30.43 | — | — | — | — | — | — | — | — | 0.93 | 0.06 | |
| NoPo4DFeed-Forward=true2026.05 | 29.15 | — | — | — | — | — | — | — | — | 0.886 | 0.125 | |
| MV-SOMFeed-Forward=false2026.05 | 26.91 | — | — | — | — | — | — | — | — | 0.89 | 0.138 | |
| Dyn3D-GSFeed-Forward=false2026.05 | 24.28 | — | — | — | — | — | — | — | — | 0.692 | 0.539 | |
| DGGT (EgoExo4D)Feed-Forward=true, Training Data=EgoExo4D2026.05 | 20.44 | — | — | — | — | — | — | — | — | 0.704 | 0.418 | |
| NeoVerseFeed-Forward=true2026.05 | 20.03 | — | — | — | — | — | — | — | — | 0.714 | 0.354 | |
| DGGTFeed-Forward=true2026.05 | 19.67 | — | — | — | — | — | — | — | — | 0.645 | 0.417 | |
| MoViesFeed-Forward=true2026.05 | 18.78 | — | — | — | — | — | — | — | — | 0.725 | 0.288 | |
| Dyn3D-GS2025.07 | — | 24.28 | 0.692 | 0.539 | 0.612 | 24.61 | 0.673 | 0.384 | — | — | — | |
| MonoFusion2025.07 | — | 30.43 | 0.927 | 0.061 | 0.29 | 29.71 | 0.947 | 0.017 | 0.963 | — | — | |
| MV-SOMSetting=Multi-view version of Shape-of-Motion2025.07 | — | 26.91 | 0.89 | 0.138 | 0.474 | 27.31 | 0.919 | 0.078 | 0.845 | — | — | |
| MV-SOM-DS2025.07 | — | 28.37 | 0.906 | 0.079 | 0.398 | 28.23 | 0.931 | 0.063 | 0.872 | — | — | |
| SOMAggregation=Naively aggregate predictions from four views2025.07 | — | 14.73 | 0.535 | 0.482 | 0.843 | 15.63 | 0.559 | 0.45 | 0.294 | — | — |