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Models/SGEmb

SGEmb

Reported on 28 benchmarks across 4 tasks

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

Natural Language Processing21 results

  • Data-to-Text GenerationonVIST
    BLEU-1
    62.2
    best: 69 (AOG + ARS)
  • Data-to-Text GenerationonVIST
    BLEU-2
    38.7
    best: 44 (AOG + ARS)
  • Data-to-Text GenerationonVIST
    BLEU-3
    23.5
    best: 25.3 (CoVS)
  • Data-to-Text GenerationonVIST
    BLEU-4
    14.8
    best: 16.7 (HEGR)
  • Data-to-Text GenerationonVIST
    CIDEr
    8.6
    best: 14.1 (HEGR)
  • Data-to-Text GenerationonVIST
    METEOR
    35.6
    best: 37.8 (HEGR)
  • Data-to-Text GenerationonVIST
    ROUGE-L
    30.2
    best: 33.1 (TAPM)
  • Visual StorytellingonVIST
    BLEU-1
    62.2
    best: 69 (AOG + ARS)
  • Visual StorytellingonVIST
    BLEU-2
    38.7
    best: 44 (AOG + ARS)
  • Visual StorytellingonVIST
    BLEU-3
    23.5
    best: 25.3 (CoVS)
  • Visual StorytellingonVIST
    BLEU-4
    14.8
    best: 16.7 (HEGR)
  • Visual StorytellingonVIST
    CIDEr
    8.6
    best: 14.1 (HEGR)
  • Visual StorytellingonVIST
    METEOR
    35.6
    best: 37.8 (HEGR)
  • Visual StorytellingonVIST
    ROUGE-L
    30.2
    best: 33.1 (TAPM)
  • Story GenerationonVIST
    BLEU-1
    62.2
    best: 69 (AOG + ARS)
  • Story GenerationonVIST
    BLEU-2
    38.7
    best: 44 (AOG + ARS)
  • Story GenerationonVIST
    BLEU-3
    23.5
    best: 25.3 (CoVS)
  • Story GenerationonVIST
    BLEU-4
    14.8
    best: 16.7 (HEGR)
  • Story GenerationonVIST
    CIDEr
    8.6
    best: 14.1 (HEGR)
  • Story GenerationonVIST
    METEOR
    35.6
    best: 37.8 (HEGR)
  • Story GenerationonVIST
    ROUGE-L
    30.2
    best: 33.1 (TAPM)

Adversarial7 results

  • Text GenerationonVIST
    BLEU-1
    62.2
    best: 69 (AOG + ARS)
  • Text GenerationonVIST
    BLEU-2
    38.7
    best: 44 (AOG + ARS)
  • Text GenerationonVIST
    BLEU-3
    23.5
    best: 25.3 (CoVS)
  • Text GenerationonVIST
    BLEU-4
    14.8
    best: 16.7 (HEGR)
  • Text GenerationonVIST
    CIDEr
    8.6
    best: 14.1 (HEGR)
  • Text GenerationonVIST
    METEOR
    35.6
    best: 37.8 (HEGR)
  • Text GenerationonVIST
    ROUGE-L
    30.2
    best: 33.1 (TAPM)