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Models/MCSM+RNN

MCSM+RNN

Reported on 20 benchmarks across 4 tasks · 1 paper · 8 SOTA

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

Natural Language Processing15 results

  • Data-to-Text GenerationonVIST
    CIDEr· 2021-02-05
    11
    best: 14.1 (HEGR)
    SOTA
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Data-to-Text GenerationonVIST
    METEOR· 2021-02-05
    36.1
    best: 37.8 (HEGR)
    SOTA
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Visual StorytellingonVIST
    CIDEr· 2021-02-05
    11
    best: 14.1 (HEGR)
    SOTA
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Visual StorytellingonVIST
    METEOR· 2021-02-05
    36.1
    best: 37.8 (HEGR)
    SOTA
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Story GenerationonVIST
    CIDEr· 2021-02-05
    11
    best: 14.1 (HEGR)
    SOTA
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Story GenerationonVIST
    METEOR· 2021-02-05
    36.1
    best: 37.8 (HEGR)
    SOTA
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Data-to-Text GenerationonVIST
    BLEU-3· 2021-02-05
    23.1
    best: 25.3 (CoVS)
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Data-to-Text GenerationonVIST
    BLEU-4· 2021-02-05
    13
    best: 16.7 (HEGR)
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Data-to-Text GenerationonVIST
    ROUGE-L· 2021-02-05
    30.7
    best: 33.1 (TAPM)
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Visual StorytellingonVIST
    BLEU-3· 2021-02-05
    23.1
    best: 25.3 (CoVS)
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Visual StorytellingonVIST
    BLEU-4· 2021-02-05
    13
    best: 16.7 (HEGR)
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Visual StorytellingonVIST
    ROUGE-L· 2021-02-05
    30.7
    best: 33.1 (TAPM)
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Story GenerationonVIST
    BLEU-3· 2021-02-05
    23.1
    best: 25.3 (CoVS)
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Story GenerationonVIST
    BLEU-4· 2021-02-05
    13
    best: 16.7 (HEGR)
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Story GenerationonVIST
    ROUGE-L· 2021-02-05
    30.7
    best: 33.1 (TAPM)
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963

Adversarial5 results

  • Text GenerationonVIST
    CIDEr· 2021-02-05
    11
    best: 14.1 (HEGR)
    SOTA
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Text GenerationonVIST
    METEOR· 2021-02-05
    36.1
    best: 37.8 (HEGR)
    SOTA
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Text GenerationonVIST
    BLEU-3· 2021-02-05
    23.1
    best: 25.3 (CoVS)
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Text GenerationonVIST
    BLEU-4· 2021-02-05
    13
    best: 16.7 (HEGR)
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963
  • Text GenerationonVIST
    ROUGE-L· 2021-02-05
    30.7
    best: 33.1 (TAPM)
    Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingarXiv:2102.02963