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Models/RankGAN

RankGAN

Reported on 9 benchmarks across 1 task · 1 paper · 6 SOTA

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

Adversarial9 results

  • Text GenerationonCOCO Captions
    BLEU-2· 2017-05-31
    0.85
    best: 2 (tecpic)
    SOTA
    Adversarial Ranking for Language GenerationarXiv:1705.11001
  • Text GenerationonCOCO Captions
    BLEU-3· 2017-05-31
    0.672
    best: 0.88 (LeakGAN)
    SOTA
    Adversarial Ranking for Language GenerationarXiv:1705.11001
  • Text GenerationonCOCO Captions
    BLEU-4· 2017-05-31
    0.557
    best: 0.778 (LeakGAN)
    SOTA
    Adversarial Ranking for Language GenerationarXiv:1705.11001
  • Text GenerationonCOCO Captions
    BLEU-5· 2017-05-31
    0.544
    best: 0.686 (LeakGAN)
    SOTA
    Adversarial Ranking for Language GenerationarXiv:1705.11001
  • Text GenerationonEMNLP2017 WMT
    BLEU-5· 2017-05-31
    0.463
    best: 0.498 (LeakGAN)
    SOTA
    Adversarial Ranking for Language GenerationarXiv:1705.11001
  • Text GenerationonChinese Poems
    BLEU-2· 2017-05-31
    0.812
    SOTA
    Adversarial Ranking for Language GenerationarXiv:1705.11001
  • Text GenerationonEMNLP2017 WMT
    BLEU-2· 2017-05-31
    0.778
    best: 0.956 (LeakGAN)
    Adversarial Ranking for Language GenerationarXiv:1705.11001
  • Text GenerationonEMNLP2017 WMT
    BLEU-3· 2017-05-31
    0.478
    best: 0.819 (LeakGAN)
    Adversarial Ranking for Language GenerationarXiv:1705.11001
  • Text GenerationonEMNLP2017 WMT
    BLEU-4· 2017-05-31
    0.411
    best: 0.627 (LeakGAN)
    Adversarial Ranking for Language GenerationarXiv:1705.11001