TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/LSMVOS

LSMVOS

Reported on 63 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 Vision63 results

  • VideoonDAVIS 2017 (val)
    F-measure (Decay)· 2020-09-02
    15.7
    best: 85.3 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (val)
    F-measure (Mean)· 2020-09-02
    80.8
    best: 93.4 (Cutie+ (base))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (val)
    F-measure (Recall)· 2020-09-02
    91.3
    best: 94.6 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (val)
    J&F· 2020-09-02
    77.4
    best: 90.7 (SAM2)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (val)
    Jaccard (Decay)· 2020-09-02
    12.9
    best: 32.5 (MuG-W)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (val)
    Jaccard (Mean)· 2020-09-02
    73.9
    best: 87.5 (Cutie+ (base))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (val)
    Jaccard (Recall)· 2020-09-02
    83.6
    best: 91.4 (ISVOS (MS))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2016
    F-measure (Decay)· 2020-09-02
    4.9
    best: 27.2 (OFL)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2016
    F-measure (Mean)· 2020-09-02
    87.3
    best: 94.7 (SwinB-DeAOT-L)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2016
    F-measure (Recall)· 2020-09-02
    96.1
    best: 97.1 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2016
    J&F· 2020-09-02
    86.5
    best: 93.4 (ISVOS (BL30K, MS))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2016
    Jaccard (Decay)· 2020-09-02
    5.1
    best: 28.9 (BVS)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2016
    Jaccard (Mean)· 2020-09-02
    85.7
    best: 92.5 (ISVOS (BL30K, MS))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2016
    Jaccard (Recall)· 2020-09-02
    97.1
    best: 98.1 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (test-dev)
    F-measure (Decay)· 2020-09-02
    16.5
    best: 37.2 (RGMP)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (test-dev)
    F-measure (Mean)· 2020-09-02
    71.2
    best: 91.4 (Cutie+ (base, MEGA))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (test-dev)
    F-measure (Recall)· 2020-09-02
    81.4
    best: 89.7 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (test-dev)
    J&F· 2020-09-02
    67.4
    best: 88.1 (Cutie+ (base, MEGA))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (test-dev)
    Jaccard (Decay)· 2020-09-02
    16.9
    best: 35.7 (RVOS)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (test-dev)
    Jaccard (Mean)· 2020-09-02
    63.7
    best: 84.7 (Cutie+ (base, MEGA))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • VideoonDAVIS 2017 (test-dev)
    Jaccard (Recall)· 2020-09-02
    72.7
    best: 85.5 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Decay)· 2020-09-02
    15.7
    best: 85.3 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Mean)· 2020-09-02
    80.8
    best: 93.4 (Cutie+ (base))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Recall)· 2020-09-02
    91.3
    best: 94.6 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (val)
    J&F· 2020-09-02
    77.4
    best: 90.7 (SAM2)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Decay)· 2020-09-02
    12.9
    best: 32.5 (MuG-W)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Mean)· 2020-09-02
    73.9
    best: 87.5 (Cutie+ (base))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Recall)· 2020-09-02
    83.6
    best: 91.4 (ISVOS (MS))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2016
    F-measure (Decay)· 2020-09-02
    4.9
    best: 27.2 (OFL)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2016
    F-measure (Mean)· 2020-09-02
    87.3
    best: 94.7 (SwinB-DeAOT-L)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2016
    F-measure (Recall)· 2020-09-02
    96.1
    best: 97.1 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2016
    J&F· 2020-09-02
    86.5
    best: 93.4 (ISVOS (BL30K, MS))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2016
    Jaccard (Decay)· 2020-09-02
    5.1
    best: 28.9 (BVS)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2016
    Jaccard (Mean)· 2020-09-02
    85.7
    best: 92.5 (ISVOS (BL30K, MS))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2016
    Jaccard (Recall)· 2020-09-02
    97.1
    best: 98.1 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Decay)· 2020-09-02
    16.5
    best: 37.2 (RGMP)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Mean)· 2020-09-02
    71.2
    best: 91.4 (Cutie+ (base, MEGA))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Recall)· 2020-09-02
    81.4
    best: 89.7 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    J&F· 2020-09-02
    67.4
    best: 88.1 (Cutie+ (base, MEGA))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Decay)· 2020-09-02
    16.9
    best: 35.7 (RVOS)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Mean)· 2020-09-02
    63.7
    best: 84.7 (Cutie+ (base, MEGA))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Recall)· 2020-09-02
    72.7
    best: 85.5 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Decay)· 2020-09-02
    15.7
    best: 85.3 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Mean)· 2020-09-02
    80.8
    best: 93.4 (Cutie+ (base))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Recall)· 2020-09-02
    91.3
    best: 94.6 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    J&F· 2020-09-02
    77.4
    best: 90.7 (SAM2)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Decay)· 2020-09-02
    12.9
    best: 32.5 (MuG-W)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Mean)· 2020-09-02
    73.9
    best: 87.5 (Cutie+ (base))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    Jaccard (Recall)· 2020-09-02
    83.6
    best: 91.4 (ISVOS (MS))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    F-measure (Decay)· 2020-09-02
    4.9
    best: 27.2 (OFL)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    F-measure (Mean)· 2020-09-02
    87.3
    best: 94.7 (SwinB-DeAOT-L)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    F-measure (Recall)· 2020-09-02
    96.1
    best: 97.1 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    J&F· 2020-09-02
    86.5
    best: 93.4 (ISVOS (BL30K, MS))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    Jaccard (Decay)· 2020-09-02
    5.1
    best: 28.9 (BVS)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    Jaccard (Mean)· 2020-09-02
    85.7
    best: 92.5 (ISVOS (BL30K, MS))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    Jaccard (Recall)· 2020-09-02
    97.1
    best: 98.1 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Decay)· 2020-09-02
    16.5
    best: 37.2 (RGMP)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Mean)· 2020-09-02
    71.2
    best: 91.4 (Cutie+ (base, MEGA))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    F-measure (Recall)· 2020-09-02
    81.4
    best: 89.7 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    J&F· 2020-09-02
    67.4
    best: 88.1 (Cutie+ (base, MEGA))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Decay)· 2020-09-02
    16.9
    best: 35.7 (RVOS)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Mean)· 2020-09-02
    63.7
    best: 84.7 (Cutie+ (base, MEGA))
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (test-dev)
    Jaccard (Recall)· 2020-09-02
    72.7
    best: 85.5 (STCN)
    LSMVOS: Long-Short-Term Similarity Matching for Video ObjectarXiv:2009.00771