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Models/PointNext

PointNext

Reported on 6 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Medical2 results

  • Semantic SegmentationonS3DIS
    mIoU (6-Fold)· 2022-06-09
    74.9
    best: 76 (Superpoint Transformer)
    SOTA
    PointNeXt: Revisiting PointNet++ with Improved Training and Scaling StrategiesarXiv:2206.04670
  • Semantic SegmentationonS3DIS
    mIoU (Area-5)· 2022-06-09
    70.5
    best: 72.4 (OneFormer3D)
    SOTA
    PointNeXt: Revisiting PointNet++ with Improved Training and Scaling StrategiesarXiv:2206.04670

Computer Vision2 results

  • 3D Semantic SegmentationonS3DIS
    mIoU (6-Fold)· 2022-06-09
    74.9
    best: 76 (Superpoint Transformer)
    SOTA
    PointNeXt: Revisiting PointNet++ with Improved Training and Scaling StrategiesarXiv:2206.04670
  • 3D Semantic SegmentationonS3DIS
    mIoU (Area-5)· 2022-06-09
    70.5
    best: 72.4 (OneFormer3D)
    SOTA
    PointNeXt: Revisiting PointNet++ with Improved Training and Scaling StrategiesarXiv:2206.04670

Audio2 results

  • 10-shot image generationonS3DIS
    mIoU (6-Fold)· 2022-06-09
    74.9
    best: 76 (Superpoint Transformer)
    SOTA
    PointNeXt: Revisiting PointNet++ with Improved Training and Scaling StrategiesarXiv:2206.04670
  • 10-shot image generationonS3DIS
    mIoU (Area-5)· 2022-06-09
    70.5
    best: 72.4 (OneFormer3D)
    SOTA
    PointNeXt: Revisiting PointNet++ with Improved Training and Scaling StrategiesarXiv:2206.04670