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Models/PointGroup

PointGroup

Reported on 16 benchmarks across 2 tasks · 1 paper · 16 SOTA

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

Computer Vision16 results

  • Instance SegmentationonS3DIS
    AP@50· 2020-04-03
    64
    best: 75.8 (OneFormer3D)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • Instance SegmentationonS3DIS
    mPrec· 2020-04-03
    69.6
    best: 82.3 (OneFormer3D)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • Instance SegmentationonS3DIS
    mRec· 2020-04-03
    69.2
    best: 77.1 (ISBNet)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • Instance SegmentationonScanNet(v2)
    mAP· 2020-04-03
    40.7
    best: 62.2 (Relation3D)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • Instance SegmentationonScanNet(v2)
    mAP @ 50· 2020-04-03
    63.6
    best: 81.6 (Relation3D)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • Instance SegmentationonSTPLS3D
    AP· 2020-04-03
    23.3
    best: 64.5 (EASE)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • Instance SegmentationonSTPLS3D
    AP25· 2020-04-03
    48.6
    best: 86.9 (EASE)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • Instance SegmentationonSTPLS3D
    AP50· 2020-04-03
    38.5
    best: 80.8 (EASE)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • 3D Instance SegmentationonS3DIS
    AP@50· 2020-04-03
    64
    best: 75.8 (OneFormer3D)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • 3D Instance SegmentationonS3DIS
    mPrec· 2020-04-03
    69.6
    best: 82.3 (OneFormer3D)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • 3D Instance SegmentationonS3DIS
    mRec· 2020-04-03
    69.2
    best: 77.1 (ISBNet)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • 3D Instance SegmentationonScanNet(v2)
    mAP· 2020-04-03
    40.7
    best: 62.2 (Relation3D)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • 3D Instance SegmentationonScanNet(v2)
    mAP @ 50· 2020-04-03
    63.6
    best: 81.6 (Relation3D)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • 3D Instance SegmentationonSTPLS3D
    AP· 2020-04-03
    23.3
    best: 64.5 (EASE)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • 3D Instance SegmentationonSTPLS3D
    AP25· 2020-04-03
    48.6
    best: 86.9 (EASE)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658
  • 3D Instance SegmentationonSTPLS3D
    AP50· 2020-04-03
    38.5
    best: 80.8 (EASE)
    SOTA
    PointGroup: Dual-Set Point Grouping for 3D Instance SegmentationarXiv:2004.01658