Single-view Point Cloud Reconstruction on ShapeNet-R2N2
4.22CD (Car)RGB2point
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| RGB2point2026.04 | 4.22 | 5.43 | 2.7 | 4.33 | 5.63 | 9.53 | 6.86 | 7.83 | |
| Point-MFNFE=12026.04 | 4.22 | 4.29 | 2.76 | 3.92 | 3.82 | 4.29 | 3.04 | 3.82 | |
| Point-MF (w/o PMA)NFE=12026.04 | 4.58 | 4.29 | 3.01 | 4.12 | 4.02 | 4.62 | 3.54 | 4.13 | |
| PC2NFE=2562026.04 | 4.95 | 5.6 | 3.37 | 4.84 | 4.69 | 5.36 | 4.27 | 4.84 | |
| BDMNFE=2762026.04 | 5.12 | 5.02 | 3.12 | 4.64 | 4.25 | 4.53 | 3.92 | 4.28 | |
| Point-MF (w/o DSA)NFE=12026.04 | 5.21 | 6.16 | 3.71 | 5.23 | 4.89 | 6.08 | 4.12 | 5.16 | |
| ULSP2026.04 | 5.4 | 9.72 | 5.91 | 7.01 | 4.78 | 10.18 | 7.66 | 7.54 | |
| Self-Sup.2026.04 | 5.48 | 10.91 | 7.11 | 7.11 | 4.95 | 14.93 | 11.07 | 10.31 | |
| DIFFER2026.04 | 6.35 | 9.78 | 5.67 | 7.27 | 6.03 | 16.21 | 9.9 | 10.71 |