PointNet2+PointCMT

Reported on 6 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision6 results

Shape Representation Of 3D Point CloudsonModelNet40
Mean Accuracy· 2022-10-09
91.2
best: 92.4 (ULIP + PointMLP)
Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis arXiv:2210.04208
Shape Representation Of 3D Point CloudsonModelNet40
Overall Accuracy· 2022-10-09
94.4
best: 95.3 (PointGST)
Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis arXiv:2210.04208
3D Point Cloud ClassificationonModelNet40
Mean Accuracy· 2022-10-09
91.2
best: 92.4 (ULIP + PointMLP)
Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis arXiv:2210.04208
3D Point Cloud ClassificationonModelNet40
Overall Accuracy· 2022-10-09
94.4
best: 95.3 (PointGST)
Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis arXiv:2210.04208
3D Point Cloud ReconstructiononModelNet40
Mean Accuracy· 2022-10-09
91.2
best: 92.4 (ULIP + PointMLP)
Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis arXiv:2210.04208
3D Point Cloud ReconstructiononModelNet40
Overall Accuracy· 2022-10-09
94.4
best: 95.3 (PointGST)
Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis arXiv:2210.04208