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Models/Yu et. al [[Yu et al.2017a]]

Yu et. al [[Yu et al.2017a]]

Reported on 24 benchmarks across 4 tasks · 1 paper · 24 SOTA

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

Computer Vision18 results

  • Scene ParsingonVRD Relationship Detection
    R@100· 2017-07-28
    31.89
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Scene ParsingonVRD Relationship Detection
    R@50· 2017-07-28
    22.68
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Scene ParsingonVRD Predicate Detection
    R@100· 2017-07-28
    94.65
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Scene ParsingonVRD Predicate Detection
    R@50· 2017-07-28
    85.64
    best: 86.58 (BLOCK)
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Scene ParsingonVRD Phrase Detection
    R@100· 2017-07-28
    29.43
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Scene ParsingonVRD Phrase Detection
    R@50· 2017-07-28
    26.32
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Visual Relationship DetectiononVRD Relationship Detection
    R@100· 2017-07-28
    31.89
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Visual Relationship DetectiononVRD Relationship Detection
    R@50· 2017-07-28
    22.68
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Visual Relationship DetectiononVRD Predicate Detection
    R@100· 2017-07-28
    94.65
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Visual Relationship DetectiononVRD Predicate Detection
    R@50· 2017-07-28
    85.64
    best: 86.58 (BLOCK)
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Visual Relationship DetectiononVRD Phrase Detection
    R@100· 2017-07-28
    29.43
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Visual Relationship DetectiononVRD Phrase Detection
    R@50· 2017-07-28
    26.32
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Scene UnderstandingonVRD Relationship Detection
    R@100· 2017-07-28
    31.89
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Scene UnderstandingonVRD Relationship Detection
    R@50· 2017-07-28
    22.68
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Scene UnderstandingonVRD Predicate Detection
    R@100· 2017-07-28
    94.65
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Scene UnderstandingonVRD Predicate Detection
    R@50· 2017-07-28
    85.64
    best: 86.58 (BLOCK)
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Scene UnderstandingonVRD Phrase Detection
    R@100· 2017-07-28
    29.43
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • Scene UnderstandingonVRD Phrase Detection
    R@50· 2017-07-28
    26.32
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423

Audio6 results

  • 2D Semantic SegmentationonVRD Relationship Detection
    R@100· 2017-07-28
    31.89
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • 2D Semantic SegmentationonVRD Relationship Detection
    R@50· 2017-07-28
    22.68
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • 2D Semantic SegmentationonVRD Predicate Detection
    R@100· 2017-07-28
    94.65
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • 2D Semantic SegmentationonVRD Predicate Detection
    R@50· 2017-07-28
    85.64
    best: 86.58 (BLOCK)
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • 2D Semantic SegmentationonVRD Phrase Detection
    R@100· 2017-07-28
    29.43
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423
  • 2D Semantic SegmentationonVRD Phrase Detection
    R@50· 2017-07-28
    26.32
    SOTA
    Visual Relationship Detection with Internal and External Linguistic Knowledge DistillationarXiv:1707.09423