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 CloudsonScanObjectNN
Mean Accuracy· 2022-10-09
84.8
best: 93.8 (GPSFormer)
Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis arXiv:2210.04208
Shape Representation Of 3D Point CloudsonScanObjectNN
Overall Accuracy· 2022-10-09
86.7
best: 97.2 (OmniVec2)
Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis arXiv:2210.04208
3D Point Cloud ClassificationonScanObjectNN
Mean Accuracy· 2022-10-09
84.8
best: 93.8 (GPSFormer)
Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis arXiv:2210.04208
3D Point Cloud ClassificationonScanObjectNN
Overall Accuracy· 2022-10-09
86.7
best: 97.2 (OmniVec2)
Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis arXiv:2210.04208
3D Point Cloud ReconstructiononScanObjectNN
Mean Accuracy· 2022-10-09
84.8
best: 93.8 (GPSFormer)
Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis arXiv:2210.04208
3D Point Cloud ReconstructiononScanObjectNN
Overall Accuracy· 2022-10-09
86.7
best: 97.2 (OmniVec2)
Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis arXiv:2210.04208