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/STCN + TrickVOS (PT)

STCN + TrickVOS (PT)

Reported on 39 benchmarks across 3 tasks · 1 paper · 15 SOTA

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

Computer Vision39 results

  • VideoonYouTube-VOS 2019
    J&F· 2023-06-27
    82.8
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • VideoonDAVIS-2017
    F-measure (Mean)· 2023-06-27
    89.6
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • VideoonDAVIS-2017
    J&F· 2023-06-27
    86.1
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • VideoonDAVIS-2017
    Jaccard (Mean)· 2023-06-27
    82.6
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • VideoonDAVIS-2016
    Speed (FPS)· 2023-06-27
    45.4
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonYouTube-VOS 2019
    J&F· 2023-06-27
    82.8
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonDAVIS-2017
    F-measure (Mean)· 2023-06-27
    89.6
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonDAVIS-2017
    J&F· 2023-06-27
    86.1
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonDAVIS-2017
    Jaccard (Mean)· 2023-06-27
    82.6
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonDAVIS-2016
    Speed (FPS)· 2023-06-27
    45.4
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
    J&F· 2023-06-27
    82.8
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonDAVIS-2017
    F-measure (Mean)· 2023-06-27
    89.6
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonDAVIS-2017
    J&F· 2023-06-27
    86.1
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonDAVIS-2017
    Jaccard (Mean)· 2023-06-27
    82.6
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonDAVIS-2016
    Speed (FPS)· 2023-06-27
    45.4
    SOTA
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • VideoonDAVIS 2016
    F-measure (Mean)· 2023-06-27
    93.1
    best: 94.7 (SwinB-DeAOT-L)
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • VideoonDAVIS 2016
    J&F· 2023-06-27
    91.8
    best: 93.4 (ISVOS (BL30K, MS))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • VideoonDAVIS 2016
    Jaccard (Mean)· 2023-06-27
    90.5
    best: 92.5 (ISVOS (BL30K, MS))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • VideoonYouTube-VOS 2019
    F-Measure (Seen)· 2023-06-27
    86.4
    best: 90.6 (Cutie+ (base, MEGA))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • VideoonYouTube-VOS 2019
    F-Measure (Unseen)· 2023-06-27
    85.5
    best: 90.5 (Cutie+ (base, MEGA))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • VideoonYouTube-VOS 2019
    Jaccard (Seen)· 2023-06-27
    82.1
    best: 86.3 (Cutie+ (base, MEGA))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • VideoonYouTube-VOS 2019
    Jaccard (Unseen)· 2023-06-27
    77.2
    best: 754.8 (R50-AOST (L'=1))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • VideoonDAVIS-2017
    Speed (FPS)· 2023-06-27
    35.1
    best: 76.4 (Lightweight TrickVOS (PT))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonDAVIS 2016
    F-measure (Mean)· 2023-06-27
    93.1
    best: 94.7 (SwinB-DeAOT-L)
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonDAVIS 2016
    J&F· 2023-06-27
    91.8
    best: 93.4 (ISVOS (BL30K, MS))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonDAVIS 2016
    Jaccard (Mean)· 2023-06-27
    90.5
    best: 92.5 (ISVOS (BL30K, MS))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonYouTube-VOS 2019
    F-Measure (Seen)· 2023-06-27
    86.4
    best: 90.6 (Cutie+ (base, MEGA))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonYouTube-VOS 2019
    F-Measure (Unseen)· 2023-06-27
    85.5
    best: 90.5 (Cutie+ (base, MEGA))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonYouTube-VOS 2019
    Jaccard (Seen)· 2023-06-27
    82.1
    best: 86.3 (Cutie+ (base, MEGA))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonYouTube-VOS 2019
    Jaccard (Unseen)· 2023-06-27
    77.2
    best: 754.8 (R50-AOST (L'=1))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Video Object SegmentationonDAVIS-2017
    Speed (FPS)· 2023-06-27
    35.1
    best: 76.4 (Lightweight TrickVOS (PT))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    F-measure (Mean)· 2023-06-27
    93.1
    best: 94.7 (SwinB-DeAOT-L)
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    J&F· 2023-06-27
    91.8
    best: 93.4 (ISVOS (BL30K, MS))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    Jaccard (Mean)· 2023-06-27
    90.5
    best: 92.5 (ISVOS (BL30K, MS))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
    F-Measure (Seen)· 2023-06-27
    86.4
    best: 90.6 (Cutie+ (base, MEGA))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
    F-Measure (Unseen)· 2023-06-27
    85.5
    best: 90.5 (Cutie+ (base, MEGA))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
    Jaccard (Seen)· 2023-06-27
    82.1
    best: 86.3 (Cutie+ (base, MEGA))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
    Jaccard (Unseen)· 2023-06-27
    77.2
    best: 754.8 (R50-AOST (L'=1))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377
  • Semi-Supervised Video Object SegmentationonDAVIS-2017
    Speed (FPS)· 2023-06-27
    35.1
    best: 76.4 (Lightweight TrickVOS (PT))
    TrickVOS: A Bag of Tricks for Video Object SegmentationarXiv:2306.15377