Amodal 3D Object Generation on GSO
30.73FIDGENA3D
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GENA3DView Num.=4 views, 2D Amodal=OAAC2025.11 | 30.73 | 0.43 | 82.53 | 0.548 | 39.48 | 67 | — | — | — | |
| GENA3DView Num.=2 views, 2D Amodal=OAAC2025.11 | 32.12 | 0.45 | 82.33 | 0.55 | 39.08 | 66.3 | — | — | — | |
| GENA3DView Num.=1 view, 2D Amodal=OAAC2025.11 | 33.91 | 0.46 | 82.23 | 0.568 | 39.19 | 61.9 | — | — | — | |
| SAM3DView Num.=1 view, 2D Amodal=N/A2025.11 | 34.68 | 0.46 | 82.16 | 0.55 | 39.03 | 46.5 | — | — | — | |
| Amodal3RView Num.=4 views, 2D Amodal=N/A2025.11 | 35.15 | 0.43 | 82.04 | 0.551 | 38.83 | 46.2 | — | — | — | |
| Amodal3RView Num.=2 views, 2D Amodal=N/A2025.11 | 35.52 | 0.44 | 81.84 | 0.552 | 38.92 | 47.1 | — | — | — | |
| Amodal3RView Num.=1 view, 2D Amodal=N/A2025.11 | 39.05 | 0.44 | 80.06 | 0.552 | 38.64 | 46.3 | — | — | — | |
| TRELLISView Num.=4 views, 2D Amodal=OAAC + MV2025.11 | 44.85 | 1.94 | 76.24 | 0.671 | 34.24 | 28.6 | — | — | — | |
| TRELLISView Num.=4 views, 2D Amodal=OAAC2025.11 | 45.41 | 2.79 | 78.17 | 0.594 | 34.42 | 23.2 | — | — | — | |
| TRELLISView Num.=2 views, 2D Amodal=OAAC2025.11 | 46.23 | 3.28 | 77.01 | 0.627 | 34.12 | 25 | — | — | — | |
| TRELLISView Num.=1 view, 2D Amodal=OAAC2025.11 | 49.68 | 3.21 | 76.79 | 0.608 | 33.37 | 21.1 | — | — | — | |
| FreeSplatterView Num.=1 view, 2D Amodal=OAAC + MV2025.11 | 72.88 | 4.68 | 78.14 | 0.724 | 35.78 | 25.5 | — | — | — | |
| FreeSplatterView Num.=2 views, 2D Amodal=OAAC2025.11 | 91.32 | 6.77 | 74.24 | 1.044 | 27.74 | 12.4 | — | — | — | |
| FreeSplatterView Num.=4 views, 2D Amodal=OAAC2025.11 | 94.1 | 4.64 | 75.58 | 1.048 | 32.31 | 8.4 | — | — | — | |
| Amodal3RNum. of Views=1 view2025.11 | — | — | — | — | — | — | 0.814 | 16.41 | 0.241 | |
| Amodal3RNum. of Views=2 views2025.11 | — | — | — | — | — | — | 0.819 | 16.52 | 0.238 | |
| Amodal3RNum. of Views=4 views2025.11 | — | — | — | — | — | — | 0.832 | 16.64 | 0.236 | |
| GENA3DNum. of Views=1 view2025.11 | — | — | — | — | — | — | 0.832 | 16.52 | 0.231 | |
| GENA3DNum. of Views=2 views2025.11 | — | — | — | — | — | — | 0.837 | 16.99 | 0.212 | |
| GENA3DNum. of Views=4 views2025.11 | — | — | — | — | — | — | 0.838 | 16.98 | 0.208 | |
| SAM3DNum. of Views=1 view2025.11 | — | — | — | — | — | — | 0.797 | 15.54 | 0.226 | |
| TRELLISNum. of Views=1 view2025.11 | — | — | — | — | — | — | 0.721 | 14.15 | 0.325 | |
| TRELLISNum. of Views=2 views2025.11 | — | — | — | — | — | — | 0.686 | 13.98 | 0.346 | |
| TRELLISNum. of Views=4 views2025.11 | — | — | — | — | — | — | 0.674 | 13.66 | 0.357 |