2D-to-3D Reconstruction on ShapeNet 1 (test)
1.77Chamfer DistanceMESC-3D
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MESC-3DCategory=Rifle2025.02 | 1.77 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 99 | |
| MESC-3DCategory=Airplane2025.02 | 1.91 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 98.7 | |
| MESC-3DCategory=Car2025.02 | 2.36 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 99.3 | |
| MESC-3DCategory=Phone2025.02 | 2.38 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 98.7 | |
| MESC-3DCategory=Bench2025.02 | 2.41 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 98.5 | |
| MESC-3DCategory=Cabinet2025.02 | 2.49 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 98.6 | |
| MESC-3DCategory=Table2025.02 | 2.67 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 98.5 | |
| MESC-3DCategory=Vessel2025.02 | 2.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 98.2 | |
| MESC-3DCategory=Average2025.02 | 2.76 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 97.4 | |
| MESC-3DCategory=Sofa2025.02 | 3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 97.5 | |
| 3DAttriFlowCategory=Average2025.02 | 3.02 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 96.5 | |
| MESC-3DCategory=Chair2025.02 | 3.02 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 97.6 | |
| MESC-3DCategory=Display2025.02 | 3.15 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 97.1 | |
| MESC-3DCategory=Loudspeaker2025.02 | 3.72 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 94.3 | |
| MESC-3DCategory=Lamp2025.02 | 4.26 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 90.7 | |
| BDM-BCategory=Average2025.02 | 5.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 87.2 | |
| PC2Category=Average2025.02 | 5.39 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 86.8 | |
| Point-ECategory=Average2025.02 | 22.93 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 32.4 | |
| 3DAttriFlow2022.03 | — | 3.02 | 2.11 | 2.71 | 2.66 | 2.5 | 3.33 | 3.6 | 4.55 | 4.16 | 1.94 | 3.24 | 2.85 | 2.66 | 2.96 | — | |
| 3DR2N22022.03 | — | 5.41 | 4.94 | 4.8 | 4.25 | 4.73 | 5.75 | 5.85 | 10.64 | 5.96 | 4.02 | 4.72 | 5.29 | 4.37 | 5.07 | — | |
| AtlasNet2022.03 | — | 3.59 | 2.6 | 3.2 | 3.66 | 3.07 | 4.09 | 4.16 | 4.98 | 4.91 | 2.2 | 3.8 | 3.36 | 3.2 | 3.4 | — | |
| OccNet2022.03 | — | 4.15 | 3.19 | 3.31 | 3.54 | 3.69 | 4.08 | 4.84 | 7.55 | 5.47 | 2.97 | 3.97 | 3.74 | 3.16 | 4.43 | — | |
| Pixel2mesh2022.03 | — | 5.27 | 5.36 | 5.14 | 4.85 | 4.69 | 5.77 | 5.28 | 6.87 | 6.17 | 4.21 | 5.34 | 5.13 | 4.22 | 5.48 | — | |
| PSGN2022.03 | — | 4.07 | 2.78 | 3.73 | 4.12 | 3.27 | 4.68 | 4.74 | 5.6 | 5.62 | 2.53 | 4.44 | 3.81 | 3.81 | 3.84 | — |