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Models/BLEU-RL

BLEU-RL

Reported on 20 benchmarks across 4 tasks · 1 paper · 4 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
    BLEU-4· 2019-09-11
    14.4
    best: 16.7 (HEGR)
    SOTA
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Visual StorytellingonVIST
    BLEU-4· 2019-09-11
    14.4
    best: 16.7 (HEGR)
    SOTA
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Story GenerationonVIST
    BLEU-4· 2019-09-11
    14.4
    best: 16.7 (HEGR)
    SOTA
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Data-to-Text GenerationonVIST
    CIDEr· 2019-09-11
    6.7
    best: 14.1 (HEGR)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Data-to-Text GenerationonVIST
    METEOR· 2019-09-11
    35.2
    best: 37.8 (HEGR)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Data-to-Text GenerationonVIST
    ROUGE-L· 2019-09-11
    30.1
    best: 33.1 (TAPM)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Data-to-Text GenerationonVIST
    SPICE· 2019-09-11
    8.3
    best: 12.97 (HSRL w/ Joint Training)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Visual StorytellingonVIST
    CIDEr· 2019-09-11
    6.7
    best: 14.1 (HEGR)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Visual StorytellingonVIST
    METEOR· 2019-09-11
    35.2
    best: 37.8 (HEGR)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Visual StorytellingonVIST
    ROUGE-L· 2019-09-11
    30.1
    best: 33.1 (TAPM)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Visual StorytellingonVIST
    SPICE· 2019-09-11
    8.3
    best: 12.97 (HSRL w/ Joint Training)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Story GenerationonVIST
    CIDEr· 2019-09-11
    6.7
    best: 14.1 (HEGR)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Story GenerationonVIST
    METEOR· 2019-09-11
    35.2
    best: 37.8 (HEGR)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Story GenerationonVIST
    ROUGE-L· 2019-09-11
    30.1
    best: 33.1 (TAPM)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Story GenerationonVIST
    SPICE· 2019-09-11
    8.3
    best: 12.97 (HSRL w/ Joint Training)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316

Adversarial5 results

  • Text GenerationonVIST
    BLEU-4· 2019-09-11
    14.4
    best: 16.7 (HEGR)
    SOTA
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Text GenerationonVIST
    CIDEr· 2019-09-11
    6.7
    best: 14.1 (HEGR)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Text GenerationonVIST
    METEOR· 2019-09-11
    35.2
    best: 37.8 (HEGR)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Text GenerationonVIST
    ROUGE-L· 2019-09-11
    30.1
    best: 33.1 (TAPM)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316
  • Text GenerationonVIST
    SPICE· 2019-09-11
    8.3
    best: 12.97 (HSRL w/ Joint Training)
    What Makes A Good Story? Designing Composite Rewards for Visual StorytellingarXiv:1909.05316