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Models/XMem (BL30K,MS)

XMem (BL30K,MS)

Reported on 10 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Computer Vision10 results

  • VideoonYouTube-VOS 2019
    F-Measure (Unseen)· uses extra data· 2022-07-14
    89.9
    best: 90.5 (Cutie+ (base, MEGA))
    SOTA
    XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelarXiv:2207.07115
  • VideoonYouTube-VOS 2019
    Mean Jaccard & F-Measure· uses extra data· 2022-07-14
    86.8
    SOTA
    XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelarXiv:2207.07115
  • Video Object SegmentationonYouTube-VOS 2019
    F-Measure (Unseen)· uses extra data· 2022-07-14
    89.9
    best: 90.5 (Cutie+ (base, MEGA))
    SOTA
    XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelarXiv:2207.07115
  • Video Object SegmentationonYouTube-VOS 2019
    Mean Jaccard & F-Measure· uses extra data· 2022-07-14
    86.8
    SOTA
    XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelarXiv:2207.07115
  • VideoonYouTube-VOS 2019
    F-Measure (Seen)· uses extra data· 2022-07-14
    89.8
    best: 90.6 (Cutie+ (base, MEGA))
    XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelarXiv:2207.07115
  • VideoonYouTube-VOS 2019
    Jaccard (Seen)· uses extra data· 2022-07-14
    85.5
    best: 86.3 (Cutie+ (base, MEGA))
    XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelarXiv:2207.07115
  • VideoonYouTube-VOS 2019
    Jaccard (Unseen)· uses extra data· 2022-07-14
    81.8
    best: 754.8 (R50-AOST (L'=1))
    XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelarXiv:2207.07115
  • Video Object SegmentationonYouTube-VOS 2019
    F-Measure (Seen)· uses extra data· 2022-07-14
    89.8
    best: 90.6 (Cutie+ (base, MEGA))
    XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelarXiv:2207.07115
  • Video Object SegmentationonYouTube-VOS 2019
    Jaccard (Seen)· uses extra data· 2022-07-14
    85.5
    best: 86.3 (Cutie+ (base, MEGA))
    XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelarXiv:2207.07115
  • Video Object SegmentationonYouTube-VOS 2019
    Jaccard (Unseen)· uses extra data· 2022-07-14
    81.8
    best: 754.8 (R50-AOST (L'=1))
    XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelarXiv:2207.07115