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Models/Cutie (base, MEGA)

Cutie (base, MEGA)

Reported on 24 benchmarks across 3 tasks · 1 paper

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

Computer Vision24 results

  • VideoonMOSE
    F· 2023-10-19
    74.1
    best: 75.8 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonMOSE
    FPS· 2023-10-19
    36.4
    best: 45.5 (Cutie (small, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonMOSE
    J· 2023-10-19
    65.8
    best: 67.6 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonMOSE
    J&F· 2023-10-19
    69.9
    best: 77.9 (SAM2)
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonDAVIS 2017 (test-dev)
    F-measure (Mean)· uses extra data· 2023-10-19
    89.9
    best: 91.4 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonDAVIS 2017 (test-dev)
    FPS· uses extra data· 2023-10-19
    36.4
    best: 63.5 (DeAOT-T)
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonDAVIS 2017 (test-dev)
    J&F· uses extra data· 2023-10-19
    86.1
    best: 88.1 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonDAVIS 2017 (test-dev)
    Jaccard (Mean)· uses extra data· 2023-10-19
    82.4
    best: 84.7 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonMOSE
    F· 2023-10-19
    74.1
    best: 75.8 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonMOSE
    FPS· 2023-10-19
    36.4
    best: 45.5 (Cutie (small, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonMOSE
    J· 2023-10-19
    65.8
    best: 67.6 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonMOSE
    J&F· 2023-10-19
    69.9
    best: 77.9 (SAM2)
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Mean)· uses extra data· 2023-10-19
    89.9
    best: 91.4 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    FPS· uses extra data· 2023-10-19
    36.4
    best: 63.5 (DeAOT-T)
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    J&F· uses extra data· 2023-10-19
    86.1
    best: 88.1 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Mean)· uses extra data· 2023-10-19
    82.4
    best: 84.7 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonMOSE
    F· 2023-10-19
    74.1
    best: 75.8 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonMOSE
    FPS· 2023-10-19
    36.4
    best: 45.5 (Cutie (small, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonMOSE
    J· 2023-10-19
    65.8
    best: 67.6 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonMOSE
    J&F· 2023-10-19
    69.9
    best: 77.9 (SAM2)
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Mean)· uses extra data· 2023-10-19
    89.9
    best: 91.4 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    FPS· uses extra data· 2023-10-19
    36.4
    best: 63.5 (DeAOT-T)
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    J&F· uses extra data· 2023-10-19
    86.1
    best: 88.1 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Mean)· uses extra data· 2023-10-19
    82.4
    best: 84.7 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982