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Models/PCM

PCM

Reported on 9 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision9 results

  • Shape Representation Of 3D Point CloudsonScanObjectNN
    GFLOPs· 2024-03-01
    45
    SOTA
    Point Cloud Mamba: Point Cloud Learning via State Space ModelarXiv:2403.00762
  • Shape Representation Of 3D Point CloudsonScanObjectNN
    Number of params (M)· 2024-03-01
    34.2
    SOTA
    Point Cloud Mamba: Point Cloud Learning via State Space ModelarXiv:2403.00762
  • 3D Point Cloud ClassificationonScanObjectNN
    GFLOPs· 2024-03-01
    45
    SOTA
    Point Cloud Mamba: Point Cloud Learning via State Space ModelarXiv:2403.00762
  • 3D Point Cloud ClassificationonScanObjectNN
    Number of params (M)· 2024-03-01
    34.2
    SOTA
    Point Cloud Mamba: Point Cloud Learning via State Space ModelarXiv:2403.00762
  • 3D Point Cloud ReconstructiononScanObjectNN
    GFLOPs· 2024-03-01
    45
    SOTA
    Point Cloud Mamba: Point Cloud Learning via State Space ModelarXiv:2403.00762
  • 3D Point Cloud ReconstructiononScanObjectNN
    Number of params (M)· 2024-03-01
    34.2
    SOTA
    Point Cloud Mamba: Point Cloud Learning via State Space ModelarXiv:2403.00762
  • Shape Representation Of 3D Point CloudsonScanObjectNN
    Overall Accuracy (PB_T50_RS)· 2024-03-01
    88.1
    best: 92.64 (Mamba3D)
    Point Cloud Mamba: Point Cloud Learning via State Space ModelarXiv:2403.00762
  • 3D Point Cloud ClassificationonScanObjectNN
    Overall Accuracy (PB_T50_RS)· 2024-03-01
    88.1
    best: 92.64 (Mamba3D)
    Point Cloud Mamba: Point Cloud Learning via State Space ModelarXiv:2403.00762
  • 3D Point Cloud ReconstructiononScanObjectNN
    Overall Accuracy (PB_T50_RS)· 2024-03-01
    88.1
    best: 92.64 (Mamba3D)
    Point Cloud Mamba: Point Cloud Learning via State Space ModelarXiv:2403.00762