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Models/T-CVAE

T-CVAE

Reported on 28 benchmarks across 4 tasks · 1 paper

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· 2019-02-02
    14.34
    best: 22.87 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Data-to-Text GenerationonVIST-E
    BLEU-2· 2019-02-02
    5.06
    best: 8.68 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Data-to-Text GenerationonVIST-E
    BLEU-3· 2019-02-02
    2.01
    best: 4.38 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Data-to-Text GenerationonVIST-E
    BLEU-4· 2019-02-02
    1.13
    best: 2.61 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Data-to-Text GenerationonVIST-E
    CIDEr· 2019-02-02
    11.49
    best: 25.41 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Data-to-Text GenerationonVIST-E
    METEOR· 2019-02-02
    4.23
    best: 15.55 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Data-to-Text GenerationonVIST-E
    ROUGE-L· 2019-02-02
    15.51
    best: 23.61 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Visual StorytellingonVIST-E
    BLEU-1· 2019-02-02
    14.34
    best: 22.87 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Visual StorytellingonVIST-E
    BLEU-2· 2019-02-02
    5.06
    best: 8.68 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Visual StorytellingonVIST-E
    BLEU-3· 2019-02-02
    2.01
    best: 4.38 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Visual StorytellingonVIST-E
    BLEU-4· 2019-02-02
    1.13
    best: 2.61 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Visual StorytellingonVIST-E
    CIDEr· 2019-02-02
    11.49
    best: 25.41 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Visual StorytellingonVIST-E
    METEOR· 2019-02-02
    4.23
    best: 15.55 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Visual StorytellingonVIST-E
    ROUGE-L· 2019-02-02
    15.51
    best: 23.61 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Story GenerationonVIST-E
    BLEU-1· 2019-02-02
    14.34
    best: 22.87 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Story GenerationonVIST-E
    BLEU-2· 2019-02-02
    5.06
    best: 8.68 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Story GenerationonVIST-E
    BLEU-3· 2019-02-02
    2.01
    best: 4.38 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Story GenerationonVIST-E
    BLEU-4· 2019-02-02
    1.13
    best: 2.61 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Story GenerationonVIST-E
    CIDEr· 2019-02-02
    11.49
    best: 25.41 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Story GenerationonVIST-E
    METEOR· 2019-02-02
    4.23
    best: 15.55 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Story GenerationonVIST-E
    ROUGE-L· 2019-02-02
    15.51
    best: 23.61 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669

Adversarial7 results

  • Text GenerationonVIST-E
    BLEU-1· 2019-02-02
    14.34
    best: 22.87 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Text GenerationonVIST-E
    BLEU-2· 2019-02-02
    5.06
    best: 8.68 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Text GenerationonVIST-E
    BLEU-3· 2019-02-02
    2.01
    best: 4.38 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Text GenerationonVIST-E
    BLEU-4· 2019-02-02
    1.13
    best: 2.61 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Text GenerationonVIST-E
    CIDEr· 2019-02-02
    11.49
    best: 25.41 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Text GenerationonVIST-E
    METEOR· 2019-02-02
    4.23
    best: 15.55 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669
  • Text GenerationonVIST-E
    ROUGE-L· 2019-02-02
    15.51
    best: 23.61 (MMT)
    Hierarchical Photo-Scene Encoder for Album StorytellingarXiv:1902.00669