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Models/PointHR

PointHR

Reported on 10 benchmarks across 2 tasks · 1 paper

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

Medical5 results

  • Semantic SegmentationonScanNet
    test mIoU· 2023-10-11
    76.6
    best: 79.8 (PTv3 ARKit LabelMaker)
    PointHR: Exploring High-Resolution Architectures for 3D Point Cloud SegmentationarXiv:2310.07743
  • Semantic SegmentationonScanNet
    val mIoU· 2023-10-11
    75.4
    best: 80.5 (DITR)
    PointHR: Exploring High-Resolution Architectures for 3D Point Cloud SegmentationarXiv:2310.07743
  • Semantic SegmentationonS3DIS Area5
    mAcc· 2023-10-11
    78.7
    best: 81.6 (Sonata + PTv3)
    PointHR: Exploring High-Resolution Architectures for 3D Point Cloud SegmentationarXiv:2310.07743
  • Semantic SegmentationonS3DIS Area5
    mIoU· 2023-10-11
    73.2
    best: 76 (Sonata + PTv3)
    PointHR: Exploring High-Resolution Architectures for 3D Point Cloud SegmentationarXiv:2310.07743
  • Semantic SegmentationonS3DIS Area5
    oAcc· 2023-10-11
    91.8
    best: 93 (Sonata + PTv3)
    PointHR: Exploring High-Resolution Architectures for 3D Point Cloud SegmentationarXiv:2310.07743

Audio5 results

  • 10-shot image generationonScanNet
    test mIoU· 2023-10-11
    76.6
    best: 79.8 (PTv3 ARKit LabelMaker)
    PointHR: Exploring High-Resolution Architectures for 3D Point Cloud SegmentationarXiv:2310.07743
  • 10-shot image generationonScanNet
    val mIoU· 2023-10-11
    75.4
    best: 80.5 (DITR)
    PointHR: Exploring High-Resolution Architectures for 3D Point Cloud SegmentationarXiv:2310.07743
  • 10-shot image generationonS3DIS Area5
    mAcc· 2023-10-11
    78.7
    best: 81.6 (Sonata + PTv3)
    PointHR: Exploring High-Resolution Architectures for 3D Point Cloud SegmentationarXiv:2310.07743
  • 10-shot image generationonS3DIS Area5
    mIoU· 2023-10-11
    73.2
    best: 76 (Sonata + PTv3)
    PointHR: Exploring High-Resolution Architectures for 3D Point Cloud SegmentationarXiv:2310.07743
  • 10-shot image generationonS3DIS Area5
    oAcc· 2023-10-11
    91.8
    best: 93 (Sonata + PTv3)
    PointHR: Exploring High-Resolution Architectures for 3D Point Cloud SegmentationarXiv:2310.07743