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Models/BoxInst (ResNet-101-DCN-BiFPN)

BoxInst (ResNet-101-DCN-BiFPN)

Reported on 6 benchmarks across 1 task · 1 paper · 6 SOTA

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

Computer Vision6 results

  • Weakly-supervised instance segmentationonCOCO test-dev
    AP· 2020-12-03
    35
    best: 37.9 (DiscoBox (ResNeXt-101-DCN-FPN))
    SOTA
    BoxInst: High-Performance Instance Segmentation with Box AnnotationsarXiv:2012.02310
  • Weakly-supervised instance segmentationonCOCO test-dev
    AP@50· 2020-12-03
    59.3
    best: 61.4 (DiscoBox (ResNeXt-101-DCN-FPN))
    SOTA
    BoxInst: High-Performance Instance Segmentation with Box AnnotationsarXiv:2012.02310
  • Weakly-supervised instance segmentationonCOCO test-dev
    AP@75· 2020-12-03
    35.6
    best: 40 (DiscoBox (ResNeXt-101-DCN-FPN))
    SOTA
    BoxInst: High-Performance Instance Segmentation with Box AnnotationsarXiv:2012.02310
  • Weakly-supervised instance segmentationonCOCO test-dev
    AP@L· 2020-12-03
    48.9
    best: 53.9 (DiscoBox (ResNeXt-101-DCN-FPN))
    SOTA
    BoxInst: High-Performance Instance Segmentation with Box AnnotationsarXiv:2012.02310
  • Weakly-supervised instance segmentationonCOCO test-dev
    AP@M· 2020-12-03
    37.2
    best: 41.1 (DiscoBox (ResNeXt-101-DCN-FPN))
    SOTA
    BoxInst: High-Performance Instance Segmentation with Box AnnotationsarXiv:2012.02310
  • Weakly-supervised instance segmentationonCOCO test-dev
    AP@S· 2020-12-03
    17.1
    best: 18 (DiscoBox (ResNeXt-101-DCN-FPN))
    SOTA
    BoxInst: High-Performance Instance Segmentation with Box AnnotationsarXiv:2012.02310