Mamba3D + Point-MAE

Reported on 3 benchmarks across 3 tasks · 1 paper · 3 SOTA

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
Overall Accuracy· uses extra data· 2024-04-23
95.1
best: 95.3 (PointGST)
SOTA
Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model arXiv:2404.14966
3D Point Cloud ClassificationonModelNet40
Overall Accuracy· uses extra data· 2024-04-23
95.1
best: 95.3 (PointGST)
SOTA
Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model arXiv:2404.14966
3D Point Cloud ReconstructiononModelNet40
Overall Accuracy· uses extra data· 2024-04-23
95.1
best: 95.3 (PointGST)
SOTA
Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model arXiv:2404.14966