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Models/NeuSyRE

NeuSyRE

Reported on 33 benchmarks across 4 tasks

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

Computer Vision18 results

  • Scene ParsingonVisual Genome
    R@100
    39.1
    best: 66.3 (PEVL)
  • Scene ParsingonVisual Genome
    mR@100
    12.6
    best: 23.5 (PEVL)
  • Scene ParsingonVisual Genome
    mR@50
    10.9
    best: 21.7 (PEVL)
  • Scene ParsingonMS-COCO
    R@100
    38.5
  • Scene ParsingonMS-COCO
    R@20
    27.9
  • Scene ParsingonMS-COCO
    R@50
    36.3
  • Scene ParsingonMS-COCO
    mR@100
    12.8
  • Scene ParsingonMS-COCO
    mR@20
    9.2
  • Scene ParsingonMS-COCO
    mR@50
    11.6
  • Scene Graph GenerationonVisual Genome
    R@100
    39.1
    best: 39.12 (ExpressiveSGG)
  • Scene Graph GenerationonVisual Genome
    mR@100
    12.6
    best: 19.2 (ADTrans)
  • Scene Graph GenerationonVisual Genome
    mR@50
    10.9
    best: 15.8 (ADTrans)
  • Scene Graph GenerationonMS-COCO
    R@100
    38.5
  • Scene Graph GenerationonMS-COCO
    R@20
    27.9
  • Scene Graph GenerationonMS-COCO
    R@50
    36.3
  • Scene Graph GenerationonMS-COCO
    mR@100
    12.8
  • Scene Graph GenerationonMS-COCO
    mR@20
    9.2
  • Scene Graph GenerationonMS-COCO
    mR@50
    11.6

Audio9 results

  • 2D Semantic SegmentationonVisual Genome
    R@100
    39.1
    best: 66.3 (PEVL)
  • 2D Semantic SegmentationonVisual Genome
    mR@100
    12.6
    best: 23.5 (PEVL)
  • 2D Semantic SegmentationonVisual Genome
    mR@50
    10.9
    best: 21.7 (PEVL)
  • 2D Semantic SegmentationonMS-COCO
    R@100
    38.5
  • 2D Semantic SegmentationonMS-COCO
    R@20
    27.9
  • 2D Semantic SegmentationonMS-COCO
    R@50
    36.3
  • 2D Semantic SegmentationonMS-COCO
    mR@100
    12.8
  • 2D Semantic SegmentationonMS-COCO
    mR@20
    9.2
  • 2D Semantic SegmentationonMS-COCO
    mR@50
    11.6

Natural Language Processing6 results

  • Image CaptioningonMS-COCO
    BLEU-1
    79.1
  • Image CaptioningonMS-COCO
    BLEU-4
    37.6
  • Image CaptioningonMS-COCO
    CIDEr
    131.4
  • Image CaptioningonMS-COCO
    METEOR
    28.5
  • Image CaptioningonMS-COCO
    SPICE
    23.8
  • Image CaptioningonMS-COCO
    Test ROGUE-L
    57.7