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Models/DKNet

DKNet

Reported on 12 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Computer Vision12 results

  • Instance SegmentationonS3DIS
    mCov· 2022-07-15
    70.3
    best: 74.9 (ISBNet)
    SOTA
    3D Instances as 1D KernelsarXiv:2207.07372
  • Instance SegmentationonS3DIS
    mWCov· 2022-07-15
    72.8
    best: 76.8 (ISBNet)
    SOTA
    3D Instances as 1D KernelsarXiv:2207.07372
  • Instance SegmentationonScanNet(v2)
    mAP· 2022-07-15
    53.2
    best: 62.2 (Relation3D)
    SOTA
    3D Instances as 1D KernelsarXiv:2207.07372
  • 3D Instance SegmentationonS3DIS
    mCov· 2022-07-15
    70.3
    best: 74.9 (ISBNet)
    SOTA
    3D Instances as 1D KernelsarXiv:2207.07372
  • 3D Instance SegmentationonS3DIS
    mWCov· 2022-07-15
    72.8
    best: 76.8 (ISBNet)
    SOTA
    3D Instances as 1D KernelsarXiv:2207.07372
  • 3D Instance SegmentationonScanNet(v2)
    mAP· 2022-07-15
    53.2
    best: 62.2 (Relation3D)
    SOTA
    3D Instances as 1D KernelsarXiv:2207.07372
  • Instance SegmentationonS3DIS
    mPrec· 2022-07-15
    75.3
    best: 82.3 (OneFormer3D)
    3D Instances as 1D KernelsarXiv:2207.07372
  • Instance SegmentationonS3DIS
    mRec· 2022-07-15
    71.1
    best: 77.1 (ISBNet)
    3D Instances as 1D KernelsarXiv:2207.07372
  • Instance SegmentationonScanNet(v2)
    mAP @ 50· 2022-07-15
    71.8
    best: 81.6 (Relation3D)
    3D Instances as 1D KernelsarXiv:2207.07372
  • 3D Instance SegmentationonS3DIS
    mPrec· 2022-07-15
    75.3
    best: 82.3 (OneFormer3D)
    3D Instances as 1D KernelsarXiv:2207.07372
  • 3D Instance SegmentationonS3DIS
    mRec· 2022-07-15
    71.1
    best: 77.1 (ISBNet)
    3D Instances as 1D KernelsarXiv:2207.07372
  • 3D Instance SegmentationonScanNet(v2)
    mAP @ 50· 2022-07-15
    71.8
    best: 81.6 (Relation3D)
    3D Instances as 1D KernelsarXiv:2207.07372