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Models/ReferFormer

ReferFormer

Reported on 14 benchmarks across 4 tasks · 1 paper · 14 SOTA

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

Computer Vision14 results

  • VideoonMeViS
    F· 2022-01-03
    32.2
    best: 56.7 (MPG-SAM 2)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • VideoonMeViS
    J· 2022-01-03
    29.8
    best: 50.7 (MPG-SAM 2)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • VideoonMeViS
    J&F· 2022-01-03
    31
    best: 53.7 (MPG-SAM 2)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • VideoonRef-DAVIS17
    F· 2022-01-03
    64.1
    best: 78.5 (FindTrack)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • VideoonRef-DAVIS17
    J· 2022-01-03
    58.1
    best: 69.9 (FindTrack)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • VideoonRef-DAVIS17
    J&F· 2022-01-03
    61.1
    best: 74.2 (FindTrack)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • Instance SegmentationonDAVIS 2017 (val)
    J&F 1st frame· uses extra data· 2022-01-03
    61.1
    best: 72.5 (UNINEXT-H)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • Video Object SegmentationonMeViS
    F· 2022-01-03
    32.2
    best: 56.7 (MPG-SAM 2)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • Video Object SegmentationonMeViS
    J· 2022-01-03
    29.8
    best: 50.7 (MPG-SAM 2)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • Video Object SegmentationonMeViS
    J&F· 2022-01-03
    31
    best: 53.7 (MPG-SAM 2)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • Video Object SegmentationonRef-DAVIS17
    F· 2022-01-03
    64.1
    best: 78.5 (FindTrack)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • Video Object SegmentationonRef-DAVIS17
    J· 2022-01-03
    58.1
    best: 69.9 (FindTrack)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • Video Object SegmentationonRef-DAVIS17
    J&F· 2022-01-03
    61.1
    best: 74.2 (FindTrack)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487
  • Referring Expression SegmentationonDAVIS 2017 (val)
    J&F 1st frame· uses extra data· 2022-01-03
    61.1
    best: 72.5 (UNINEXT-H)
    SOTA
    Language as Queries for Referring Video Object SegmentationarXiv:2201.00487