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Models/vrd-dsr

vrd-dsr

Reported on 16 benchmarks across 4 tasks

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

Computer Vision12 results

  • Scene ParsingonVRD Relationship Detection
    R@100
    23.29
    best: 31.89 (Yu et. al [[Yu et al.2017a]])
  • Scene ParsingonVRD Relationship Detection
    R@50
    19.03
    best: 22.68 (Yu et. al [[Yu et al.2017a]])
  • Scene ParsingonVRD Predicate Detection
    R@100
    93.18
    best: 94.65 (Yu et. al [[Yu et al.2017a]])
  • Scene ParsingonVRD Predicate Detection
    R@50
    86.01
    best: 86.58 (BLOCK)
  • Visual Relationship DetectiononVRD Relationship Detection
    R@100
    23.29
    best: 31.89 (Yu et. al [[Yu et al.2017a]])
  • Visual Relationship DetectiononVRD Relationship Detection
    R@50
    19.03
    best: 22.68 (Yu et. al [[Yu et al.2017a]])
  • Visual Relationship DetectiononVRD Predicate Detection
    R@100
    93.18
    best: 94.65 (Yu et. al [[Yu et al.2017a]])
  • Visual Relationship DetectiononVRD Predicate Detection
    R@50
    86.01
    best: 86.58 (BLOCK)
  • Scene UnderstandingonVRD Relationship Detection
    R@100
    23.29
    best: 31.89 (Yu et. al [[Yu et al.2017a]])
  • Scene UnderstandingonVRD Relationship Detection
    R@50
    19.03
    best: 22.68 (Yu et. al [[Yu et al.2017a]])
  • Scene UnderstandingonVRD Predicate Detection
    R@100
    93.18
    best: 94.65 (Yu et. al [[Yu et al.2017a]])
  • Scene UnderstandingonVRD Predicate Detection
    R@50
    86.01
    best: 86.58 (BLOCK)

Audio4 results

  • 2D Semantic SegmentationonVRD Relationship Detection
    R@100
    23.29
    best: 31.89 (Yu et. al [[Yu et al.2017a]])
  • 2D Semantic SegmentationonVRD Relationship Detection
    R@50
    19.03
    best: 22.68 (Yu et. al [[Yu et al.2017a]])
  • 2D Semantic SegmentationonVRD Predicate Detection
    R@100
    93.18
    best: 94.65 (Yu et. al [[Yu et al.2017a]])
  • 2D Semantic SegmentationonVRD Predicate Detection
    R@50
    86.01
    best: 86.58 (BLOCK)