OpenShape-SparseConv

Reported on 3 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 Vision3 results

Shape Representation Of 3D Point CloudsonModelNet40
Accuracy (%)· uses extra data· 2023-05-18
83.4
best: 88.2 (Uni3D)
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding arXiv:2305.10764
3D Point Cloud ClassificationonModelNet40
Accuracy (%)· uses extra data· 2023-05-18
83.4
best: 88.2 (Uni3D)
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding arXiv:2305.10764
3D Point Cloud ReconstructiononModelNet40
Accuracy (%)· uses extra data· 2023-05-18
83.4
best: 88.2 (Uni3D)
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding arXiv:2305.10764