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Models/SwinB-AOTv2-L (all frames)

SwinB-AOTv2-L (all frames)

Reported on 30 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 Vision30 results

  • VideoonYouTube-VOS 2019
    F-Measure (Seen)· 2022-03-22
    88.9
    best: 90.6 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • VideoonYouTube-VOS 2019
    F-Measure (Unseen)· 2022-03-22
    88
    best: 90.5 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • VideoonYouTube-VOS 2019
    Jaccard (Seen)· 2022-03-22
    84.2
    best: 86.3 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • VideoonYouTube-VOS 2019
    Jaccard (Unseen)· 2022-03-22
    79.8
    best: 754.8 (R50-AOST (L'=1))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • VideoonYouTube-VOS 2019
    Overall· 2022-03-22
    85.2
    best: 87.5 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • VideoonYouTube-VOS 2018
    F-Measure (Seen)· 2022-03-22
    90.1
    best: 91 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • VideoonYouTube-VOS 2018
    F-Measure (Unseen)· 2022-03-22
    88.2
    best: 90.2 (XMem (BL30K, MS))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • VideoonYouTube-VOS 2018
    Jaccard (Unseen)· 2022-03-22
    79.6
    best: 82.2 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • VideoonYouTube-VOS 2018
    Overall· 2022-03-22
    85.8
    best: 87.5 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • VideoonYouTube-VOS 2018
    Speed (FPS)· 2022-03-22
    5.1
    best: 78.5 (RPCMVOS)
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Video Object SegmentationonYouTube-VOS 2019
    F-Measure (Seen)· 2022-03-22
    88.9
    best: 90.6 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Video Object SegmentationonYouTube-VOS 2019
    F-Measure (Unseen)· 2022-03-22
    88
    best: 90.5 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Video Object SegmentationonYouTube-VOS 2019
    Jaccard (Seen)· 2022-03-22
    84.2
    best: 86.3 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Video Object SegmentationonYouTube-VOS 2019
    Jaccard (Unseen)· 2022-03-22
    79.8
    best: 754.8 (R50-AOST (L'=1))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Video Object SegmentationonYouTube-VOS 2019
    Overall· 2022-03-22
    85.2
    best: 87.5 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Video Object SegmentationonYouTube-VOS 2018
    F-Measure (Seen)· 2022-03-22
    90.1
    best: 91 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Video Object SegmentationonYouTube-VOS 2018
    F-Measure (Unseen)· 2022-03-22
    88.2
    best: 90.2 (XMem (BL30K, MS))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Video Object SegmentationonYouTube-VOS 2018
    Jaccard (Unseen)· 2022-03-22
    79.6
    best: 82.2 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Video Object SegmentationonYouTube-VOS 2018
    Overall· 2022-03-22
    85.8
    best: 87.5 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Video Object SegmentationonYouTube-VOS 2018
    Speed (FPS)· 2022-03-22
    5.1
    best: 78.5 (RPCMVOS)
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
    F-Measure (Seen)· 2022-03-22
    88.9
    best: 90.6 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
    F-Measure (Unseen)· 2022-03-22
    88
    best: 90.5 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
    Jaccard (Seen)· 2022-03-22
    84.2
    best: 86.3 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
    Jaccard (Unseen)· 2022-03-22
    79.8
    best: 754.8 (R50-AOST (L'=1))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2019
    Overall· 2022-03-22
    85.2
    best: 87.5 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
    F-Measure (Seen)· 2022-03-22
    90.1
    best: 91 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
    F-Measure (Unseen)· 2022-03-22
    88.2
    best: 90.2 (XMem (BL30K, MS))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
    Jaccard (Unseen)· 2022-03-22
    79.6
    best: 82.2 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
    Overall· 2022-03-22
    85.8
    best: 87.5 (Cutie+ (base, MEGA))
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442
  • Semi-Supervised Video Object SegmentationonYouTube-VOS 2018
    Speed (FPS)· 2022-03-22
    5.1
    best: 78.5 (RPCMVOS)
    Scalable Video Object Segmentation with Identification MechanismarXiv:2203.11442