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Models/CapsuleVOS

CapsuleVOS

Reported on 33 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 Vision33 results

  • VideoonDAVIS 2017 (test-dev)
    F-measure (Mean)· 2019-09-30
    55.2
    best: 91.4 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • VideoonDAVIS 2017 (test-dev)
    F-measure (Recall)· 2019-09-30
    64.6
    best: 89.7 (STCN)
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • VideoonDAVIS 2017 (test-dev)
    J&F· 2019-09-30
    51.3
    best: 88.1 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • VideoonDAVIS 2017 (test-dev)
    Jaccard (Mean)· 2019-09-30
    47.4
    best: 84.7 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • VideoonDAVIS 2017 (test-dev)
    Jaccard (Recall)· 2019-09-30
    54.1
    best: 85.5 (STCN)
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • VideoonYouTube-VOS 2018
    F-Measure (Seen)· 2019-09-30
    68.1
    best: 91 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • VideoonYouTube-VOS 2018
    F-Measure (Unseen)· 2019-09-30
    59.9
    best: 90.2 (XMem (BL30K, MS))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • VideoonYouTube-VOS 2018
    Jaccard (Seen)· 2019-09-30
    67.3
    best: 86.6 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • VideoonYouTube-VOS 2018
    Jaccard (Unseen)· 2019-09-30
    53.7
    best: 82.2 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • VideoonYouTube-VOS 2018
    Overall· 2019-09-30
    62.3
    best: 87.5 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • VideoonYouTube-VOS 2018
    Speed (FPS)· 2019-09-30
    13.5
    best: 65.9 (FRTM)
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Mean)· 2019-09-30
    55.2
    best: 91.4 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Recall)· 2019-09-30
    64.6
    best: 89.7 (STCN)
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    J&F· 2019-09-30
    51.3
    best: 88.1 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Mean)· 2019-09-30
    47.4
    best: 84.7 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Recall)· 2019-09-30
    54.1
    best: 85.5 (STCN)
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Video Object SegmentationonYouTube-VOS 2018
    F-Measure (Seen)· 2019-09-30
    68.1
    best: 91 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Video Object SegmentationonYouTube-VOS 2018
    F-Measure (Unseen)· 2019-09-30
    59.9
    best: 90.2 (XMem (BL30K, MS))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Video Object SegmentationonYouTube-VOS 2018
    Jaccard (Seen)· 2019-09-30
    67.3
    best: 86.6 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Video Object SegmentationonYouTube-VOS 2018
    Jaccard (Unseen)· 2019-09-30
    53.7
    best: 82.2 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Video Object SegmentationonYouTube-VOS 2018
    Overall· 2019-09-30
    62.3
    best: 87.5 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Video Object SegmentationonYouTube-VOS 2018
    Speed (FPS)· 2019-09-30
    13.5
    best: 65.9 (FRTM)
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Mean)· 2019-09-30
    55.2
    best: 91.4 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Recall)· 2019-09-30
    64.6
    best: 89.7 (STCN)
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    J&F· 2019-09-30
    51.3
    best: 88.1 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Mean)· 2019-09-30
    47.4
    best: 84.7 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Recall)· 2019-09-30
    54.1
    best: 85.5 (STCN)
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
    F-Measure (Seen)· 2019-09-30
    68.1
    best: 91 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
    F-Measure (Unseen)· 2019-09-30
    59.9
    best: 90.2 (XMem (BL30K, MS))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
    Jaccard (Seen)· 2019-09-30
    67.3
    best: 86.6 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
    Jaccard (Unseen)· 2019-09-30
    53.7
    best: 82.2 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
    Overall· 2019-09-30
    62.3
    best: 87.5 (Cutie+ (base, MEGA))
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
    Speed (FPS)· 2019-09-30
    13.5
    best: 65.9 (FRTM)
    CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingarXiv:1910.00132