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Models/SOC

SOC

Reported on 18 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 Vision18 results

  • VideoonRefer-YouTube-VOS
    F· uses extra data· 2023-05-26
    67.9
    best: 75.7 (FindTrack)
    SOTA
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • VideoonRefer-YouTube-VOS
    J· uses extra data· 2023-05-26
    64.1
    best: 71.8 (FindTrack)
    SOTA
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • VideoonRefer-YouTube-VOS
    J&F· uses extra data· 2023-05-26
    66
    best: 73.7 (FindTrack)
    SOTA
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • Video Object SegmentationonRefer-YouTube-VOS
    F· uses extra data· 2023-05-26
    67.9
    best: 75.7 (FindTrack)
    SOTA
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • Video Object SegmentationonRefer-YouTube-VOS
    J· uses extra data· 2023-05-26
    64.1
    best: 71.8 (FindTrack)
    SOTA
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • Video Object SegmentationonRefer-YouTube-VOS
    J&F· uses extra data· 2023-05-26
    66
    best: 73.7 (FindTrack)
    SOTA
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • VideoonRef-DAVIS17
    F· 2023-05-26
    69.1
    best: 78.5 (FindTrack)
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • VideoonRef-DAVIS17
    J· 2023-05-26
    62.5
    best: 69.9 (FindTrack)
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • VideoonRef-DAVIS17
    J&F· 2023-05-26
    65.8
    best: 74.2 (FindTrack)
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • VideoonLong-RVOS
    J&F· 2023-05-26
    34.9
    best: 51.3 (ReferMo)
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • VideoonLong-RVOS
    tIoU· 2023-05-26
    68.1
    best: 71.7 (ReferDINO)
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • VideoonLong-RVOS
    vIoU· 2023-05-26
    28.6
    best: 42.6 (ReferMo)
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • Video Object SegmentationonRef-DAVIS17
    F· 2023-05-26
    69.1
    best: 78.5 (FindTrack)
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • Video Object SegmentationonRef-DAVIS17
    J· 2023-05-26
    62.5
    best: 69.9 (FindTrack)
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • Video Object SegmentationonRef-DAVIS17
    J&F· 2023-05-26
    65.8
    best: 74.2 (FindTrack)
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • Video Object SegmentationonLong-RVOS
    J&F· 2023-05-26
    34.9
    best: 51.3 (ReferMo)
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • Video Object SegmentationonLong-RVOS
    tIoU· 2023-05-26
    68.1
    best: 71.7 (ReferDINO)
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011
  • Video Object SegmentationonLong-RVOS
    vIoU· 2023-05-26
    28.6
    best: 42.6 (ReferMo)
    SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationarXiv:2305.17011