Point Cloud Completion On Shapenet
평가 지표
Chamfer Distance
F-Score@1%
평가 결과
이 벤치마크에서 각 모델의 성능 결과
비교 표
| 모델 이름 | Chamfer Distance | F-Score@1% |
|---|---|---|
| adapointr-diverse-point-cloud-completion-with | 6.53 | 0.845 |
| pointer-networks | 100 | - |
| pointr-diverse-point-cloud-completion-with | - | 0.748 |
| morphing-and-sampling-network-for-dense-point | 9.969 | 0.705 |
| learning-geometric-transformation-for-point | 7.15 | - |
| parametric-surface-constrained-upsampler | 7.04 | - |
| style-based-point-generator-with-adversarial | - | - |
| orthogonal-dictionary-guided-shape-completion | 6.50 | 0.833 |
| snowflake-point-deconvolution-for-point-cloud | 7.21 | - |
| grnet-gridding-residual-network-for-dense | 8.81 | 0.708 |
| pcn-point-completion-network | 9.636 | 0.695 |