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Models/SipMask (ResNet-50, single-scale test)

SipMask (ResNet-50, single-scale test)

Reported on 11 benchmarks across 2 tasks · 1 paper

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

Computer Vision11 results

  • Instance SegmentationonMSCOCO
    AP50· 2020-07-29
    51.9
    best: 67.4 (RTMDet-Ins-x)
    SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationarXiv:2007.14772
  • Instance SegmentationonMSCOCO
    AP75· 2020-07-29
    32.3
    best: 47.8 (RTMDet-Ins-x)
    SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationarXiv:2007.14772
  • Instance SegmentationonMSCOCO
    APL· 2020-07-29
    49.8
    best: 65.5 (RTMDet-Ins-x)
    SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationarXiv:2007.14772
  • Instance SegmentationonMSCOCO
    APM· 2020-07-29
    33.6
    best: 48 (RTMDet-Ins-l)
    SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationarXiv:2007.14772
  • Instance SegmentationonMSCOCO
    APS· 2020-07-29
    9.2
    best: 22.2 (RTMDet-Ins-x)
    SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationarXiv:2007.14772
  • Instance SegmentationonMSCOCO
    mask AP· 2020-07-29
    31.2
    best: 44.6 (RTMDet-Ins-x)
    SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationarXiv:2007.14772
  • Video Instance SegmentationonYouTube-VIS validation
    AP50· 2020-07-29
    53
    best: 89.3 (CAVIS(ViT-L, Online))
    SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationarXiv:2007.14772
  • Video Instance SegmentationonYouTube-VIS validation
    AP75· 2020-07-29
    33.3
    best: 76.2 (CAVIS(ViT-L, Online))
    SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationarXiv:2007.14772
  • Video Instance SegmentationonYouTube-VIS validation
    AR1· 2020-07-29
    33.5
    best: 58.3 (CAVIS(ViT-L, Online))
    SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationarXiv:2007.14772
  • Video Instance SegmentationonYouTube-VIS validation
    AR10· 2020-07-29
    38.9
    best: 73.7 (DVIS++(ViT-L, Online))
    SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationarXiv:2007.14772
  • Video Instance SegmentationonYouTube-VIS validation
    mask AP· 2020-07-29
    32.5
    best: 68.9 (CAVIS(ViT-L, Online))
    SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationarXiv:2007.14772