3D Reconstruction on Pix3D
0.53Chamfer Distance3DMPE(F)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| 3DMPE(F)Category=sofa, Points=2048, Viewpoints=4, Projection=Fixed, Projection Creation=raytracing2026.07 | 0.53 | 1.01 | |
| 3DMPE(V)Category=sofa, Points=2048, Viewpoints=4, Projection=Variable, Projection Creation=raytracing2026.07 | 0.95 | 1.01 | |
| 3DMPE(F)Category=chair, Points=2048, Viewpoints=4, Projection=Fixed, Projection Creation=raytracing2026.07 | 1.21 | 1.53 | |
| 3DMPE(F)Category=mean, Points=2048, Viewpoints=4, Projection=Fixed, Projection Creation=raytracing2026.07 | 1.64 | 2.06 | |
| 3DMPE(V)Category=chair, Points=2048, Viewpoints=4, Projection=Variable, Projection Creation=raytracing2026.07 | 2.15 | 1.74 | |
| 3DMPE(V)Category=mean, Points=2048, Viewpoints=4, Projection=Variable, Projection Creation=raytracing2026.07 | 2.36 | 2.29 | |
| Our BLCategory=chair, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 2.5 | 1.7 | |
| Our BLCategory=sofa, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 3.19 | 2.48 | |
| 3DMPE(F)Category=table, Points=2048, Viewpoints=4, Projection=Fixed, Projection Creation=raytracing2026.07 | 3.19 | 3.65 | |
| Our BLCategory=mean, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 3.35 | 2.81 | |
| 3DMPE(V)Category=table, Points=2048, Viewpoints=4, Projection=Variable, Projection Creation=raytracing2026.07 | 3.98 | 4.11 | |
| Our BLCategory=table, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 4.36 | 4.24 | |
| 3D-LMNetCategory=chair, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 7.35 | 9.14 | |
| BaselineCategory=chair, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 7.52 | 11.17 | |
| PSGNCategory=chair, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 8.05 | 12.55 | |
| 3D-LMNetCategory=sofa, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 8.18 | 7.22 | |
| PSGNCategory=sofa, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 8.45 | 9.16 | |
| BaselineCategory=sofa, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 8.65 | 8.87 | |
| 3D-LMNetCategory=mean, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 8.91 | 9.7 | |
| PSGNCategory=mean, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 9.11 | 12.29 | |
| BaselineCategory=mean, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 9.13 | 11.92 | |
| PSGNCategory=table, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 10.82 | 15.16 | |
| 3D-LMNetCategory=table, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 11.2 | 12.73 | |
| BaselineCategory=table, Points=2048, Viewpoints=4, Projection Creation=raytracing2026.07 | 11.23 | 15.71 |