Active object reconstruction on Objaverse views (test)
27PSNR (Avg)Auto3R
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Auto3RProtocol=active view-selection, Model=3DGS, Iterations=300002025.12 | 27 | 21.88 | 0.8882 | 0.7819 | 0.0711 | 0.1813 | |
| AVSProtocol=active view-selection, Implementation=CNN version2025.12 | 23.94 | 18.18 | 0.8479 | 0.7232 | 0.0935 | 0.2191 | |
| FisherRFProtocol=active view-selection2025.12 | 23.08 | 17.85 | 0.8055 | 0.632 | 0.1063 | 0.2689 | |
| TOPIQ+GSProtocol=active view-selection, Backbone=3DGS2025.12 | 18.56 | 11.12 | 0.715 | 0.4075 | 0.2538 | 0.5031 | |
| TRES+GSProtocol=active view-selection, Backbone=3DGS2025.12 | 18.47 | 10.45 | 0.6803 | 0.1798 | 0.279 | 0.6469 | |
| GAUSS-MIProtocol=active view-selection2025.12 | 16.25 | 12.71 | 0.4214 | 0.2495 | 0.3269 | 0.6968 | |
| RandomProtocol=active view-selection2025.12 | 16.09 | 8.37 | 0.5972 | 0.2192 | 0.34 | 0.5766 | |
| MUSIQ+GSProtocol=active view-selection, Backbone=3DGS2025.12 | 15.82 | 8.64 | 0.5503 | 0.2429 | 0.3696 | 0.6419 | |
| MANIQA+GSProtocol=active view-selection, Backbone=3DGS2025.12 | 14.34 | 8.08 | 0.5032 | 0.1686 | 0.4032 | 0.6348 |