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Models/InstanceFormer(ResNet-50)

InstanceFormer(ResNet-50)

Reported on 10 benchmarks across 1 task · 1 paper

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

Computer Vision10 results

  • Video Instance SegmentationonYouTube-VIS validation
    AP50· uses extra data· 2022-08-22
    68.6
    best: 89.3 (CAVIS(ViT-L, Online))
    InstanceFormer: An Online Video Instance Segmentation FrameworkarXiv:2208.10547
  • Video Instance SegmentationonYouTube-VIS validation
    AP75· uses extra data· 2022-08-22
    49.6
    best: 76.2 (CAVIS(ViT-L, Online))
    InstanceFormer: An Online Video Instance Segmentation FrameworkarXiv:2208.10547
  • Video Instance SegmentationonYouTube-VIS validation
    AR1· uses extra data· 2022-08-22
    42.1
    best: 58.3 (CAVIS(ViT-L, Online))
    InstanceFormer: An Online Video Instance Segmentation FrameworkarXiv:2208.10547
  • Video Instance SegmentationonYouTube-VIS validation
    AR10· uses extra data· 2022-08-22
    53.5
    best: 73.7 (DVIS++(ViT-L, Online))
    InstanceFormer: An Online Video Instance Segmentation FrameworkarXiv:2208.10547
  • Video Instance SegmentationonYouTube-VIS validation
    mask AP· uses extra data· 2022-08-22
    45.6
    best: 68.9 (CAVIS(ViT-L, Online))
    InstanceFormer: An Online Video Instance Segmentation FrameworkarXiv:2208.10547
  • Video Instance SegmentationonOVIS validation
    AP50· uses extra data· 2022-08-22
    40.7
    best: 83.8 (DVIS-DAQ(VIT-L, Offline))
    InstanceFormer: An Online Video Instance Segmentation FrameworkarXiv:2208.10547
  • Video Instance SegmentationonOVIS validation
    AP75· uses extra data· 2022-08-22
    18.1
    best: 63.5 (CAVIS(VIT-L, Offline))
    InstanceFormer: An Online Video Instance Segmentation FrameworkarXiv:2208.10547
  • Video Instance SegmentationonOVIS validation
    AR1· uses extra data· 2022-08-22
    12
    best: 21.2 (CAVIS(VIT-L, Offline))
    InstanceFormer: An Online Video Instance Segmentation FrameworkarXiv:2208.10547
  • Video Instance SegmentationonOVIS validation
    AR10· uses extra data· 2022-08-22
    27.1
    best: 61.8 (CAVIS(VIT-L, Offline))
    InstanceFormer: An Online Video Instance Segmentation FrameworkarXiv:2208.10547
  • Video Instance SegmentationonOVIS validation
    mask AP· uses extra data· 2022-08-22
    20
    best: 57.1 (DVIS-DAQ(VIT-L, Offline))
    InstanceFormer: An Online Video Instance Segmentation FrameworkarXiv:2208.10547