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Models/Spherical Mask

Spherical Mask

Reported on 10 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Computer Vision10 results

  • Instance SegmentationonScanNet(v2)
    mAP· 2023-12-18
    61.6
    best: 62.2 (Relation3D)
    SOTA
    Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationarXiv:2312.11269
  • Instance SegmentationonScanNet(v2)
    mAP @ 50· 2023-12-18
    81.2
    best: 81.6 (Relation3D)
    SOTA
    Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationarXiv:2312.11269
  • 3D Instance SegmentationonScanNet(v2)
    mAP· 2023-12-18
    61.6
    best: 62.2 (Relation3D)
    SOTA
    Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationarXiv:2312.11269
  • 3D Instance SegmentationonScanNet(v2)
    mAP @ 50· 2023-12-18
    81.2
    best: 81.6 (Relation3D)
    SOTA
    Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationarXiv:2312.11269
  • Instance SegmentationonScanNet(v2)
    mAP@25· 2023-12-18
    87.5
    best: 90.1 (Relation3D)
    Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationarXiv:2312.11269
  • Instance SegmentationonSTPLS3D
    AP· 2023-12-18
    52.2
    best: 64.5 (EASE)
    Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationarXiv:2312.11269
  • Instance SegmentationonSTPLS3D
    AP50· 2023-12-18
    68.3
    best: 80.8 (EASE)
    Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationarXiv:2312.11269
  • 3D Instance SegmentationonScanNet(v2)
    mAP@25· 2023-12-18
    87.5
    best: 90.1 (Relation3D)
    Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationarXiv:2312.11269
  • 3D Instance SegmentationonSTPLS3D
    AP· 2023-12-18
    52.2
    best: 64.5 (EASE)
    Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationarXiv:2312.11269
  • 3D Instance SegmentationonSTPLS3D
    AP50· 2023-12-18
    68.3
    best: 80.8 (EASE)
    Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationarXiv:2312.11269