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Models/Cube R-CNN

Cube R-CNN

Reported on 22 benchmarks across 6 tasks · 2 papers

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

Methodology16 results

  • 3DonAria Everyday Objects
    mAP· 2024-06-14
    8
    best: 22 (EVL)
    EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation ModelsarXiv:2406.10224
  • 3DonAria Synthetic Environments
    MAP· 2024-06-14
    36
    best: 75 (EVL)
    EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation ModelsarXiv:2406.10224
  • 2D ClassificationonAria Everyday Objects
    mAP· 2024-06-14
    8
    best: 22 (EVL)
    EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation ModelsarXiv:2406.10224
  • 2D ClassificationonAria Synthetic Environments
    MAP· 2024-06-14
    36
    best: 75 (EVL)
    EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation ModelsarXiv:2406.10224
  • 2D Object DetectiononAria Everyday Objects
    mAP· 2024-06-14
    8
    best: 22 (EVL)
    EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation ModelsarXiv:2406.10224
  • 2D Object DetectiononAria Synthetic Environments
    MAP· 2024-06-14
    36
    best: 75 (EVL)
    EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation ModelsarXiv:2406.10224
  • 16konAria Everyday Objects
    mAP· 2024-06-14
    8
    best: 22 (EVL)
    EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation ModelsarXiv:2406.10224
  • 16konAria Synthetic Environments
    MAP· 2024-06-14
    36
    best: 75 (EVL)
    EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation ModelsarXiv:2406.10224
  • 3DonKITTI-360
    AP25· 2022-07-21
    15.57
    best: 39.76 (MonoDTR)
    Omni3D: A Large Benchmark and Model for 3D Object Detection in the WildarXiv:2207.10660
  • 3DonKITTI-360
    AP50· 2022-07-21
    0.8
    best: 4.64 (SeaBird + PanopticBEV)
    Omni3D: A Large Benchmark and Model for 3D Object Detection in the WildarXiv:2207.10660
  • 2D ClassificationonKITTI-360
    AP25· 2022-07-21
    15.57
    best: 39.76 (MonoDTR)
    Omni3D: A Large Benchmark and Model for 3D Object Detection in the WildarXiv:2207.10660
  • 2D ClassificationonKITTI-360
    AP50· 2022-07-21
    0.8
    best: 4.64 (SeaBird + PanopticBEV)
    Omni3D: A Large Benchmark and Model for 3D Object Detection in the WildarXiv:2207.10660
  • 2D Object DetectiononKITTI-360
    AP25· 2022-07-21
    15.57
    best: 39.76 (MonoDTR)
    Omni3D: A Large Benchmark and Model for 3D Object Detection in the WildarXiv:2207.10660
  • 2D Object DetectiononKITTI-360
    AP50· 2022-07-21
    0.8
    best: 4.64 (SeaBird + PanopticBEV)
    Omni3D: A Large Benchmark and Model for 3D Object Detection in the WildarXiv:2207.10660
  • 16konKITTI-360
    AP25· 2022-07-21
    15.57
    best: 39.76 (MonoDTR)
    Omni3D: A Large Benchmark and Model for 3D Object Detection in the WildarXiv:2207.10660
  • 16konKITTI-360
    AP50· 2022-07-21
    0.8
    best: 4.64 (SeaBird + PanopticBEV)
    Omni3D: A Large Benchmark and Model for 3D Object Detection in the WildarXiv:2207.10660

Computer Vision6 results

  • Object DetectiononAria Everyday Objects
    mAP· 2024-06-14
    8
    best: 22 (EVL)
    EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation ModelsarXiv:2406.10224
  • Object DetectiononAria Synthetic Environments
    MAP· 2024-06-14
    36
    best: 75 (EVL)
    EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation ModelsarXiv:2406.10224
  • 3D Object DetectiononAria Everyday Objects
    mAP· 2024-06-14
    8
    best: 22 (EVL)
    EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation ModelsarXiv:2406.10224
  • 3D Object DetectiononAria Synthetic Environments
    MAP· 2024-06-14
    36
    best: 75 (EVL)
    EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation ModelsarXiv:2406.10224
  • Object DetectiononKITTI-360
    AP25· 2022-07-21
    15.57
    best: 39.76 (MonoDTR)
    Omni3D: A Large Benchmark and Model for 3D Object Detection in the WildarXiv:2207.10660
  • Object DetectiononKITTI-360
    AP50· 2022-07-21
    0.8
    best: 4.64 (SeaBird + PanopticBEV)
    Omni3D: A Large Benchmark and Model for 3D Object Detection in the WildarXiv:2207.10660