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Models/KnowZRel

KnowZRel

Reported on 28 benchmarks across 8 tasks

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

Computer Vision14 results

  • Scene ParsingonVisual Genome
    zR@100
    35.65
  • Scene ParsingonVisual Genome
    zR@20
    14.22
  • Scene ParsingonVisual Genome
    zR@50
    25.43
  • Scene ParsingonGQA
    zR@100
    29.56
  • Scene ParsingonGQA
    zR@20
    12.47
  • Scene ParsingonGQA
    zR@50
    22.51
  • Object DetectiononVisual Genome
    MAP
    44
  • Object DetectiononGQA
    mAP
    39
  • Scene Graph GenerationonVisual Genome
    zR@100
    35.65
  • Scene Graph GenerationonVisual Genome
    zR@20
    14.22
  • Scene Graph GenerationonVisual Genome
    zR@50
    25.43
  • Scene Graph GenerationonGQA
    zR@100
    29.56
  • Scene Graph GenerationonGQA
    zR@20
    12.47
  • Scene Graph GenerationonGQA
    zR@50
    22.51

Methodology8 results

  • 3DonVisual Genome
    MAP
    44
  • 3DonGQA
    mAP
    39
  • 2D ClassificationonVisual Genome
    MAP
    44
  • 2D ClassificationonGQA
    mAP
    39
  • 2D Object DetectiononVisual Genome
    MAP
    44
  • 2D Object DetectiononGQA
    mAP
    39
  • 16konVisual Genome
    MAP
    44
  • 16konGQA
    mAP
    39

Audio6 results

  • 2D Semantic SegmentationonVisual Genome
    zR@100
    35.65
  • 2D Semantic SegmentationonVisual Genome
    zR@20
    14.22
  • 2D Semantic SegmentationonVisual Genome
    zR@50
    25.43
  • 2D Semantic SegmentationonGQA
    zR@100
    29.56
  • 2D Semantic SegmentationonGQA
    zR@20
    12.47
  • 2D Semantic SegmentationonGQA
    zR@50
    22.51