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Models/MobileVOS (BL30K)

MobileVOS (BL30K)

Reported on 24 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision24 results

  • VideoonDAVIS 2017 (val)
    Speed (FPS)· uses extra data· 2023-03-14
    90.6
    SOTA
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • VideoonDAVIS 2016
    Speed (FPS)· uses extra data· 2023-03-14
    100.1
    SOTA
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Video Object SegmentationonDAVIS 2017 (val)
    Speed (FPS)· uses extra data· 2023-03-14
    90.6
    SOTA
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Video Object SegmentationonDAVIS 2016
    Speed (FPS)· uses extra data· 2023-03-14
    100.1
    SOTA
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    Speed (FPS)· uses extra data· 2023-03-14
    90.6
    SOTA
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    Speed (FPS)· uses extra data· 2023-03-14
    100.1
    SOTA
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • VideoonDAVIS 2017 (val)
    F-measure (Mean)· uses extra data· 2023-03-14
    88.9
    best: 93.4 (Cutie+ (base))
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • VideoonDAVIS 2017 (val)
    J&F· uses extra data· 2023-03-14
    82.3
    best: 90.7 (SAM2)
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • VideoonDAVIS 2017 (val)
    Params(M)· uses extra data· 2023-03-14
    8.1
    best: 224.4 (SAM2)
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • VideoonDAVIS 2016
    F-measure (Mean)· uses extra data· 2023-03-14
    92.6
    best: 94.7 (SwinB-DeAOT-L)
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • VideoonDAVIS 2016
    J&F· uses extra data· 2023-03-14
    91.4
    best: 93.4 (ISVOS (BL30K, MS))
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • VideoonDAVIS 2016
    Jaccard (Mean)· uses extra data· 2023-03-14
    90.3
    best: 92.5 (ISVOS (BL30K, MS))
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Mean)· uses extra data· 2023-03-14
    88.9
    best: 93.4 (Cutie+ (base))
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Video Object SegmentationonDAVIS 2017 (val)
    J&F· uses extra data· 2023-03-14
    82.3
    best: 90.7 (SAM2)
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Video Object SegmentationonDAVIS 2017 (val)
    Params(M)· uses extra data· 2023-03-14
    8.1
    best: 224.4 (SAM2)
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Video Object SegmentationonDAVIS 2016
    F-measure (Mean)· uses extra data· 2023-03-14
    92.6
    best: 94.7 (SwinB-DeAOT-L)
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Video Object SegmentationonDAVIS 2016
    J&F· uses extra data· 2023-03-14
    91.4
    best: 93.4 (ISVOS (BL30K, MS))
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Video Object SegmentationonDAVIS 2016
    Jaccard (Mean)· uses extra data· 2023-03-14
    90.3
    best: 92.5 (ISVOS (BL30K, MS))
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    F-measure (Mean)· uses extra data· 2023-03-14
    88.9
    best: 93.4 (Cutie+ (base))
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    J&F· uses extra data· 2023-03-14
    82.3
    best: 90.7 (SAM2)
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Semi-Supervised Video Object SegmentationonDAVIS 2017 (val)
    Params(M)· uses extra data· 2023-03-14
    8.1
    best: 224.4 (SAM2)
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    F-measure (Mean)· uses extra data· 2023-03-14
    92.6
    best: 94.7 (SwinB-DeAOT-L)
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    J&F· uses extra data· 2023-03-14
    91.4
    best: 93.4 (ISVOS (BL30K, MS))
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815
  • Semi-Supervised Video Object SegmentationonDAVIS 2016
    Jaccard (Mean)· uses extra data· 2023-03-14
    90.3
    best: 92.5 (ISVOS (BL30K, MS))
    MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge DistillationarXiv:2303.07815