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Models/Mask RCNN

Mask RCNN

Reported on 8 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 Vision8 results

  • Document Layout AnalysisonPubLayNet val
    Figure· 2019-08-16
    0.949
    best: 0.975 (DETR)
    SOTA
    PubLayNet: largest dataset ever for document layout analysisarXiv:1908.07836
  • Document Layout AnalysisonPubLayNet val
    List· 2019-08-16
    0.886
    best: 0.975 (TRDLU)
    SOTA
    PubLayNet: largest dataset ever for document layout analysisarXiv:1908.07836
  • Document Layout AnalysisonPubLayNet val
    Overall· 2019-08-16
    0.91
    best: 0.962 (VGT)
    SOTA
    PubLayNet: largest dataset ever for document layout analysisarXiv:1908.07836
  • Document Layout AnalysisonPubLayNet val
    Table· 2019-08-16
    0.96
    best: 0.981 (VGT)
    SOTA
    PubLayNet: largest dataset ever for document layout analysisarXiv:1908.07836
  • Document Layout AnalysisonPubLayNet val
    Text· 2019-08-16
    0.916
    best: 0.967 (VSR)
    SOTA
    PubLayNet: largest dataset ever for document layout analysisarXiv:1908.07836
  • Document Layout AnalysisonPubLayNet val
    Title· 2019-08-16
    0.84
    best: 0.939 (VGT)
    SOTA
    PubLayNet: largest dataset ever for document layout analysisarXiv:1908.07836
  • Instance SegmentationonOCHuman
    AP
    16.9
    best: 55.2 (Pose2Seg (plus ground-truth keypoints))
  • Human Instance SegmentationonOCHuman
    AP
    16.9
    best: 55.2 (Pose2Seg (plus ground-truth keypoints))