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Models/DEVA (EntitySeg)

DEVA (EntitySeg)

Reported on 11 benchmarks across 3 tasks · 1 paper · 1 SOTA

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

Computer Vision11 results

  • Video SegmentationonBURST-val
    OWTA (unc)· uses extra data· 2023-09-07
    50.5
    SOTA
    Tracking Anything with Decoupled Video SegmentationarXiv:2309.03903
  • VideoonDAVIS 2017 (test-dev)
    J&F· uses extra data· 2023-09-07
    62.1
    best: 88.1 (Cutie+ (base, MEGA))
    Tracking Anything with Decoupled Video SegmentationarXiv:2309.03903
  • VideoonDAVIS 2017 (val)
    F-measure (Mean)· uses extra data· 2023-09-07
    76.4
    best: 93.4 (Cutie+ (base))
    Tracking Anything with Decoupled Video SegmentationarXiv:2309.03903
  • VideoonDAVIS 2017 (val)
    J&F· uses extra data· 2023-09-07
    73.4
    best: 90.7 (SAM2)
    Tracking Anything with Decoupled Video SegmentationarXiv:2309.03903
  • VideoonDAVIS 2017 (val)
    Jaccard (Mean)· uses extra data· 2023-09-07
    70.4
    best: 87.5 (Cutie+ (base))
    Tracking Anything with Decoupled Video SegmentationarXiv:2309.03903
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    J&F· uses extra data· 2023-09-07
    62.1
    best: 88.1 (Cutie+ (base, MEGA))
    Tracking Anything with Decoupled Video SegmentationarXiv:2309.03903
  • Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Mean)· uses extra data· 2023-09-07
    76.4
    best: 93.4 (Cutie+ (base))
    Tracking Anything with Decoupled Video SegmentationarXiv:2309.03903
  • Video Object SegmentationonDAVIS 2017 (val)
    J&F· uses extra data· 2023-09-07
    73.4
    best: 90.7 (SAM2)
    Tracking Anything with Decoupled Video SegmentationarXiv:2309.03903
  • Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Mean)· uses extra data· 2023-09-07
    70.4
    best: 87.5 (Cutie+ (base))
    Tracking Anything with Decoupled Video SegmentationarXiv:2309.03903
  • Video SegmentationonBURST-val
    OWTA (all)· uses extra data· 2023-09-07
    69.5
    best: 69.9 (DEVA (Mask2Former))
    Tracking Anything with Decoupled Video SegmentationarXiv:2309.03903
  • Video SegmentationonBURST-val
    OWTA (com)· uses extra data· 2023-09-07
    73.3
    best: 75.2 (DEVA (Mask2Former))
    Tracking Anything with Decoupled Video SegmentationarXiv:2309.03903