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Models/IE+MSA

IE+MSA

Reported on 28 benchmarks across 4 tasks · 1 paper · 12 SOTA

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-E
    BLEU-1· 2018-08-30
    19.15
    best: 22.87 (MMT)
    SOTA
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Data-to-Text GenerationonVIST-E
    CIDEr· 2018-08-30
    15.56
    best: 25.41 (MMT)
    SOTA
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Data-to-Text GenerationonVIST-E
    ROUGE-L· 2018-08-30
    20.62
    best: 23.61 (MMT)
    SOTA
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Visual StorytellingonVIST-E
    BLEU-1· 2018-08-30
    19.15
    best: 22.87 (MMT)
    SOTA
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Visual StorytellingonVIST-E
    CIDEr· 2018-08-30
    15.56
    best: 25.41 (MMT)
    SOTA
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Visual StorytellingonVIST-E
    ROUGE-L· 2018-08-30
    20.62
    best: 23.61 (MMT)
    SOTA
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Story GenerationonVIST-E
    BLEU-1· 2018-08-30
    19.15
    best: 22.87 (MMT)
    SOTA
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Story GenerationonVIST-E
    CIDEr· 2018-08-30
    15.56
    best: 25.41 (MMT)
    SOTA
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Story GenerationonVIST-E
    ROUGE-L· 2018-08-30
    20.62
    best: 23.61 (MMT)
    SOTA
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Data-to-Text GenerationonVIST-E
    BLEU-2· 2018-08-30
    5.74
    best: 8.68 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Data-to-Text GenerationonVIST-E
    BLEU-3· 2018-08-30
    2.73
    best: 4.38 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Data-to-Text GenerationonVIST-E
    BLEU-4· 2018-08-30
    1.63
    best: 2.61 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Data-to-Text GenerationonVIST-E
    METEOR· 2018-08-30
    6.59
    best: 15.55 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Visual StorytellingonVIST-E
    BLEU-2· 2018-08-30
    5.74
    best: 8.68 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Visual StorytellingonVIST-E
    BLEU-3· 2018-08-30
    2.73
    best: 4.38 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Visual StorytellingonVIST-E
    BLEU-4· 2018-08-30
    1.63
    best: 2.61 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Visual StorytellingonVIST-E
    METEOR· 2018-08-30
    6.59
    best: 15.55 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Story GenerationonVIST-E
    BLEU-2· 2018-08-30
    5.74
    best: 8.68 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Story GenerationonVIST-E
    BLEU-3· 2018-08-30
    2.73
    best: 4.38 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Story GenerationonVIST-E
    BLEU-4· 2018-08-30
    1.63
    best: 2.61 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Story GenerationonVIST-E
    METEOR· 2018-08-30
    6.59
    best: 15.55 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113

Adversarial7 results

  • Text GenerationonVIST-E
    BLEU-1· 2018-08-30
    19.15
    best: 22.87 (MMT)
    SOTA
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Text GenerationonVIST-E
    CIDEr· 2018-08-30
    15.56
    best: 25.41 (MMT)
    SOTA
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Text GenerationonVIST-E
    ROUGE-L· 2018-08-30
    20.62
    best: 23.61 (MMT)
    SOTA
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Text GenerationonVIST-E
    BLEU-2· 2018-08-30
    5.74
    best: 8.68 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Text GenerationonVIST-E
    BLEU-3· 2018-08-30
    2.73
    best: 4.38 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Text GenerationonVIST-E
    BLEU-4· 2018-08-30
    1.63
    best: 2.61 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113
  • Text GenerationonVIST-E
    METEOR· 2018-08-30
    6.59
    best: 15.55 (MMT)
    Story Ending Generation with Incremental Encoding and Commonsense KnowledgearXiv:1808.10113