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Models/DS-Net

DS-Net

Reported on 33 benchmarks across 3 tasks · 1 paper · 31 SOTA

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

Medical11 results

  • Semantic SegmentationonSemanticKITTI
    PQ· 2020-11-24
    0.559
    best: 0.649 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Semantic SegmentationonSemanticKITTI
    PQ_dagger· 2020-11-24
    0.625
    best: 0.7 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Semantic SegmentationonSemanticKITTI
    PQst· 2020-11-24
    0.565
    best: 0.633 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Semantic SegmentationonSemanticKITTI
    PQth· 2020-11-24
    0.551
    best: 0.671 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Semantic SegmentationonSemanticKITTI
    RQ· 2020-11-24
    0.667
    best: 0.759 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Semantic SegmentationonSemanticKITTI
    RQst· 2020-11-24
    0.695
    best: 0.772 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Semantic SegmentationonSemanticKITTI
    RQth· 2020-11-24
    0.628
    best: 0.741 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Semantic SegmentationonSemanticKITTI
    SQ· 2020-11-24
    0.823
    best: 0.849 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Semantic SegmentationonSemanticKITTI
    SQst· 2020-11-24
    0.787
    best: 0.807 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Semantic SegmentationonSemanticKITTI
    SQth· 2020-11-24
    0.872
    best: 0.906 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Semantic SegmentationonSemanticKITTI
    mIoU· 2020-11-24
    0.616
    best: 55.8 (3D-MiniNet)
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964

Audio11 results

  • 10-shot image generationonSemanticKITTI
    PQ· 2020-11-24
    0.559
    best: 0.649 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • 10-shot image generationonSemanticKITTI
    PQ_dagger· 2020-11-24
    0.625
    best: 0.7 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • 10-shot image generationonSemanticKITTI
    PQst· 2020-11-24
    0.565
    best: 0.633 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • 10-shot image generationonSemanticKITTI
    PQth· 2020-11-24
    0.551
    best: 0.671 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • 10-shot image generationonSemanticKITTI
    RQ· 2020-11-24
    0.667
    best: 0.759 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • 10-shot image generationonSemanticKITTI
    RQst· 2020-11-24
    0.695
    best: 0.772 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • 10-shot image generationonSemanticKITTI
    RQth· 2020-11-24
    0.628
    best: 0.741 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • 10-shot image generationonSemanticKITTI
    SQ· 2020-11-24
    0.823
    best: 0.849 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • 10-shot image generationonSemanticKITTI
    SQst· 2020-11-24
    0.787
    best: 0.807 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • 10-shot image generationonSemanticKITTI
    SQth· 2020-11-24
    0.872
    best: 0.906 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • 10-shot image generationonSemanticKITTI
    mIoU· 2020-11-24
    0.616
    best: 55.8 (3D-MiniNet)
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964

Computer Vision11 results

  • Panoptic SegmentationonSemanticKITTI
    PQ· 2020-11-24
    0.559
    best: 0.649 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Panoptic SegmentationonSemanticKITTI
    PQ_dagger· 2020-11-24
    0.625
    best: 0.7 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Panoptic SegmentationonSemanticKITTI
    PQst· 2020-11-24
    0.565
    best: 0.633 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Panoptic SegmentationonSemanticKITTI
    PQth· 2020-11-24
    0.551
    best: 0.671 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Panoptic SegmentationonSemanticKITTI
    RQ· 2020-11-24
    0.667
    best: 0.759 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Panoptic SegmentationonSemanticKITTI
    RQst· 2020-11-24
    0.695
    best: 0.772 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Panoptic SegmentationonSemanticKITTI
    RQth· 2020-11-24
    0.628
    best: 0.741 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Panoptic SegmentationonSemanticKITTI
    SQ· 2020-11-24
    0.823
    best: 0.849 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Panoptic SegmentationonSemanticKITTI
    SQst· 2020-11-24
    0.787
    best: 0.807 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Panoptic SegmentationonSemanticKITTI
    SQth· 2020-11-24
    0.872
    best: 0.906 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964
  • Panoptic SegmentationonSemanticKITTI
    mIoU· 2020-11-24
    0.616
    best: 0.683 (P3Former)
    SOTA
    LiDAR-based Panoptic Segmentation via Dynamic Shifting NetworkarXiv:2011.11964