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Models/Mamba3D (no voting)

Mamba3D (no voting)

Reported on 18 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 Vision18 results

  • Shape Representation Of 3D Point CloudsonScanObjectNN
    OBJ-BG (OA)· 2024-04-23
    92.94
    best: 99.48 (PointGST)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • Shape Representation Of 3D Point CloudsonScanObjectNN
    OBJ-ONLY (OA)· 2024-04-23
    92.08
    best: 97.76 (PointGST)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • Shape Representation Of 3D Point CloudsonScanObjectNN
    Overall Accuracy· 2024-04-23
    91.81
    best: 97.2 (OmniVec2)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • Shape Representation Of 3D Point CloudsonScanObjectNN
    GFLOPs· 2024-04-23
    3.9
    best: 45 (PCM)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • Shape Representation Of 3D Point CloudsonScanObjectNN
    Number of params (M)· 2024-04-23
    16.9
    best: 34.2 (PCM)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • Shape Representation Of 3D Point CloudsonScanObjectNN
    Overall Accuracy (PB_T50_RS)· 2024-04-23
    91.81
    best: 92.64 (Mamba3D)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • 3D Point Cloud ClassificationonScanObjectNN
    OBJ-BG (OA)· 2024-04-23
    92.94
    best: 99.48 (PointGST)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • 3D Point Cloud ClassificationonScanObjectNN
    OBJ-ONLY (OA)· 2024-04-23
    92.08
    best: 97.76 (PointGST)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • 3D Point Cloud ClassificationonScanObjectNN
    Overall Accuracy· 2024-04-23
    91.81
    best: 97.2 (OmniVec2)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • 3D Point Cloud ClassificationonScanObjectNN
    GFLOPs· 2024-04-23
    3.9
    best: 45 (PCM)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • 3D Point Cloud ClassificationonScanObjectNN
    Number of params (M)· 2024-04-23
    16.9
    best: 34.2 (PCM)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • 3D Point Cloud ClassificationonScanObjectNN
    Overall Accuracy (PB_T50_RS)· 2024-04-23
    91.81
    best: 92.64 (Mamba3D)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • 3D Point Cloud ReconstructiononScanObjectNN
    OBJ-BG (OA)· 2024-04-23
    92.94
    best: 99.48 (PointGST)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • 3D Point Cloud ReconstructiononScanObjectNN
    OBJ-ONLY (OA)· 2024-04-23
    92.08
    best: 97.76 (PointGST)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • 3D Point Cloud ReconstructiononScanObjectNN
    Overall Accuracy· 2024-04-23
    91.81
    best: 97.2 (OmniVec2)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • 3D Point Cloud ReconstructiononScanObjectNN
    GFLOPs· 2024-04-23
    3.9
    best: 45 (PCM)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • 3D Point Cloud ReconstructiononScanObjectNN
    Number of params (M)· 2024-04-23
    16.9
    best: 34.2 (PCM)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966
  • 3D Point Cloud ReconstructiononScanObjectNN
    Overall Accuracy (PB_T50_RS)· 2024-04-23
    91.81
    best: 92.64 (Mamba3D)
    Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelarXiv:2404.14966