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Models/PReMVOS

PReMVOS

Reported on 63 benchmarks across 3 tasks · 1 paper · 36 SOTA

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

Computer Vision63 results

  • VideoonDAVIS 2017 (val)
    F-measure (Mean)· 2018-07-24
    81.8
    best: 93.4 (Cutie+ (base))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (val)
    F-measure (Recall)· 2018-07-24
    88.9
    best: 94.6 (STCN)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (val)
    J&F· 2018-07-24
    77.85
    best: 90.7 (SAM2)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (val)
    Jaccard (Mean)· 2018-07-24
    73.9
    best: 87.5 (Cutie+ (base))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (val)
    Jaccard (Recall)· 2018-07-24
    83.1
    best: 91.4 (ISVOS (MS))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2016
    F-measure (Mean)· 2018-07-24
    88.6
    best: 94.7 (SwinB-DeAOT-L)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2016
    J&F· 2018-07-24
    86.75
    best: 93.4 (ISVOS (BL30K, MS))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (test-dev)
    F-measure (Mean)· 2018-07-24
    75.8
    best: 91.4 (Cutie+ (base, MEGA))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (test-dev)
    F-measure (Recall)· 2018-07-24
    84.3
    best: 89.7 (STCN)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (test-dev)
    J&F· 2018-07-24
    71.6
    best: 88.1 (Cutie+ (base, MEGA))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (test-dev)
    Jaccard (Mean)· 2018-07-24
    67.5
    best: 84.7 (Cutie+ (base, MEGA))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (test-dev)
    Jaccard (Recall)· 2018-07-24
    76.8
    best: 85.5 (STCN)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Mean)· 2018-07-24
    81.8
    best: 93.4 (Cutie+ (base))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Recall)· 2018-07-24
    88.9
    best: 94.6 (STCN)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (val)
    J&F· 2018-07-24
    77.85
    best: 90.7 (SAM2)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Mean)· 2018-07-24
    73.9
    best: 87.5 (Cutie+ (base))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Recall)· 2018-07-24
    83.1
    best: 91.4 (ISVOS (MS))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2016
    F-measure (Mean)· 2018-07-24
    88.6
    best: 94.7 (SwinB-DeAOT-L)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2016
    J&F· 2018-07-24
    86.75
    best: 93.4 (ISVOS (BL30K, MS))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Mean)· 2018-07-24
    75.8
    best: 91.4 (Cutie+ (base, MEGA))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Recall)· 2018-07-24
    84.3
    best: 89.7 (STCN)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    J&F· 2018-07-24
    71.6
    best: 88.1 (Cutie+ (base, MEGA))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Mean)· 2018-07-24
    67.5
    best: 84.7 (Cutie+ (base, MEGA))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Recall)· 2018-07-24
    76.8
    best: 85.5 (STCN)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Mean)· 2018-07-24
    81.8
    best: 93.4 (Cutie+ (base))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Recall)· 2018-07-24
    88.9
    best: 94.6 (STCN)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    J&F· 2018-07-24
    77.85
    best: 90.7 (SAM2)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Mean)· 2018-07-24
    73.9
    best: 87.5 (Cutie+ (base))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Recall)· 2018-07-24
    83.1
    best: 91.4 (ISVOS (MS))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    F-measure (Mean)· 2018-07-24
    88.6
    best: 94.7 (SwinB-DeAOT-L)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    J&F· 2018-07-24
    86.75
    best: 93.4 (ISVOS (BL30K, MS))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Mean)· 2018-07-24
    75.8
    best: 91.4 (Cutie+ (base, MEGA))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Recall)· 2018-07-24
    84.3
    best: 89.7 (STCN)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    J&F· 2018-07-24
    71.6
    best: 88.1 (Cutie+ (base, MEGA))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Mean)· 2018-07-24
    67.5
    best: 84.7 (Cutie+ (base, MEGA))
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Recall)· 2018-07-24
    76.8
    best: 85.5 (STCN)
    SOTA
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (val)
    F-measure (Decay)· 2018-07-24
    19.5
    best: 85.3 (STCN)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (val)
    Jaccard (Decay)· 2018-07-24
    16.2
    best: 32.5 (MuG-W)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2016
    F-measure (Decay)· 2018-07-24
    9.8
    best: 27.2 (OFL)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2016
    F-measure (Recall)· 2018-07-24
    94.7
    best: 97.1 (STCN)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2016
    Jaccard (Decay)· 2018-07-24
    8.8
    best: 28.9 (BVS)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2016
    Jaccard (Mean)· 2018-07-24
    84.9
    best: 92.5 (ISVOS (BL30K, MS))
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2016
    Jaccard (Recall)· 2018-07-24
    96.1
    best: 98.1 (STCN)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (test-dev)
    F-measure (Decay)· 2018-07-24
    20.6
    best: 37.2 (RGMP)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • VideoonDAVIS 2017 (test-dev)
    Jaccard (Decay)· 2018-07-24
    21.7
    best: 35.7 (RVOS)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Decay)· 2018-07-24
    19.5
    best: 85.3 (STCN)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Decay)· 2018-07-24
    16.2
    best: 32.5 (MuG-W)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2016
    F-measure (Decay)· 2018-07-24
    9.8
    best: 27.2 (OFL)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2016
    F-measure (Recall)· 2018-07-24
    94.7
    best: 97.1 (STCN)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2016
    Jaccard (Decay)· 2018-07-24
    8.8
    best: 28.9 (BVS)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2016
    Jaccard (Mean)· 2018-07-24
    84.9
    best: 92.5 (ISVOS (BL30K, MS))
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2016
    Jaccard (Recall)· 2018-07-24
    96.1
    best: 98.1 (STCN)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Decay)· 2018-07-24
    20.6
    best: 37.2 (RGMP)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Decay)· 2018-07-24
    21.7
    best: 35.7 (RVOS)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Decay)· 2018-07-24
    19.5
    best: 85.3 (STCN)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Decay)· 2018-07-24
    16.2
    best: 32.5 (MuG-W)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    F-measure (Decay)· 2018-07-24
    9.8
    best: 27.2 (OFL)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    F-measure (Recall)· 2018-07-24
    94.7
    best: 97.1 (STCN)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    Jaccard (Decay)· 2018-07-24
    8.8
    best: 28.9 (BVS)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    Jaccard (Mean)· 2018-07-24
    84.9
    best: 92.5 (ISVOS (BL30K, MS))
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    Jaccard (Recall)· 2018-07-24
    96.1
    best: 98.1 (STCN)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Decay)· 2018-07-24
    20.6
    best: 37.2 (RGMP)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Decay)· 2018-07-24
    21.7
    best: 35.7 (RVOS)
    PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationarXiv:1807.09190