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Models/Swin3D-L+FCAF3D

Swin3D-L+FCAF3D

Reported on 12 benchmarks across 6 tasks · 1 paper · 6 SOTA

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

Methodology8 results

  • 3DonS3DIS
    mAP@0.5· uses extra data· 2023-04-14
    54
    best: 60.8 (UniDet3D)
    SOTA
    Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingarXiv:2304.06906
  • 2D ClassificationonS3DIS
    mAP@0.5· uses extra data· 2023-04-14
    54
    best: 60.8 (UniDet3D)
    SOTA
    Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingarXiv:2304.06906
  • 2D Object DetectiononS3DIS
    mAP@0.5· uses extra data· 2023-04-14
    54
    best: 60.8 (UniDet3D)
    SOTA
    Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingarXiv:2304.06906
  • 16konS3DIS
    mAP@0.5· uses extra data· 2023-04-14
    54
    best: 60.8 (UniDet3D)
    SOTA
    Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingarXiv:2304.06906
  • 3DonS3DIS
    mAP@0.25· uses extra data· 2023-04-14
    72.1
    best: 75.2 (UniDet3D)
    Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingarXiv:2304.06906
  • 2D ClassificationonS3DIS
    mAP@0.25· uses extra data· 2023-04-14
    72.1
    best: 75.2 (UniDet3D)
    Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingarXiv:2304.06906
  • 2D Object DetectiononS3DIS
    mAP@0.25· uses extra data· 2023-04-14
    72.1
    best: 75.2 (UniDet3D)
    Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingarXiv:2304.06906
  • 16konS3DIS
    mAP@0.25· uses extra data· 2023-04-14
    72.1
    best: 75.2 (UniDet3D)
    Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingarXiv:2304.06906

Computer Vision4 results

  • Object DetectiononS3DIS
    mAP@0.5· uses extra data· 2023-04-14
    54
    best: 60.8 (UniDet3D)
    SOTA
    Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingarXiv:2304.06906
  • 3D Object DetectiononS3DIS
    mAP@0.5· uses extra data· 2023-04-14
    54
    best: 60.8 (UniDet3D)
    SOTA
    Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingarXiv:2304.06906
  • Object DetectiononS3DIS
    mAP@0.25· uses extra data· 2023-04-14
    72.1
    best: 75.2 (UniDet3D)
    Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingarXiv:2304.06906
  • 3D Object DetectiononS3DIS
    mAP@0.25· uses extra data· 2023-04-14
    72.1
    best: 75.2 (UniDet3D)
    Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingarXiv:2304.06906