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Models/Cutie+ (base)

Cutie+ (base)

Reported on 24 benchmarks across 3 tasks · 1 paper · 9 SOTA

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

Computer Vision24 results

  • VideoonDAVIS 2017 (val)
    F-measure (Mean)· uses extra data· 2023-10-19
    93.4
    SOTA
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonDAVIS 2017 (val)
    J&F· uses extra data· 2023-10-19
    90.5
    best: 90.7 (SAM2)
    SOTA
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonDAVIS 2017 (val)
    Jaccard (Mean)· uses extra data· 2023-10-19
    87.5
    SOTA
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Mean)· uses extra data· 2023-10-19
    93.4
    SOTA
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonDAVIS 2017 (val)
    J&F· uses extra data· 2023-10-19
    90.5
    best: 90.7 (SAM2)
    SOTA
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Mean)· uses extra data· 2023-10-19
    87.5
    SOTA
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Mean)· uses extra data· 2023-10-19
    93.4
    SOTA
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    J&F· uses extra data· 2023-10-19
    90.5
    best: 90.7 (SAM2)
    SOTA
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Mean)· uses extra data· 2023-10-19
    87.5
    SOTA
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonDAVIS 2017 (val)
    Params(M)· uses extra data· 2023-10-19
    17.9
    best: 224.4 (SAM2)
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonDAVIS 2017 (test-dev)
    F-measure (Mean)· 2023-10-19
    89.2
    best: 91.4 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonDAVIS 2017 (test-dev)
    FPS· 2023-10-19
    17.9
    best: 63.5 (DeAOT-T)
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonDAVIS 2017 (test-dev)
    J&F· 2023-10-19
    85.9
    best: 88.1 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • VideoonDAVIS 2017 (test-dev)
    Jaccard (Mean)· 2023-10-19
    82.6
    best: 84.7 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonDAVIS 2017 (val)
    Params(M)· uses extra data· 2023-10-19
    17.9
    best: 224.4 (SAM2)
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Mean)· 2023-10-19
    89.2
    best: 91.4 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    FPS· 2023-10-19
    17.9
    best: 63.5 (DeAOT-T)
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    J&F· 2023-10-19
    85.9
    best: 88.1 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Mean)· 2023-10-19
    82.6
    best: 84.7 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    Params(M)· uses extra data· 2023-10-19
    17.9
    best: 224.4 (SAM2)
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Mean)· 2023-10-19
    89.2
    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· 2023-10-19
    17.9
    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· 2023-10-19
    85.9
    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)· 2023-10-19
    82.6
    best: 84.7 (Cutie+ (base, MEGA))
    Putting the Object Back into Video Object SegmentationarXiv:2310.12982