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Models/Mask Attention Network

Mask Attention Network

Reported on 9 benchmarks across 2 tasks · 1 paper

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

Knowledge Base6 results

  • Text SummarizationonGigaWord
    ROUGE-1· 2021-03-25
    38.28
    best: 60.12 (OpenAI/o3-mini)
    Mask Attention Networks: Rethinking and Strengthen TransformerarXiv:2103.13597
  • Text SummarizationonGigaWord
    ROUGE-2· 2021-03-25
    19.46
    best: 54.22 (OpenAI/o3-mini)
    Mask Attention Networks: Rethinking and Strengthen TransformerarXiv:2103.13597
  • Text SummarizationonGigaWord
    ROUGE-L· 2021-03-25
    35.46
    best: 60.29 (Riple/Saanvi-v0.1)
    Mask Attention Networks: Rethinking and Strengthen TransformerarXiv:2103.13597
  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2021-03-25
    40.98
    best: 48.18 (Scrambled code + broken (alter))
    Mask Attention Networks: Rethinking and Strengthen TransformerarXiv:2103.13597
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2021-03-25
    18.29
    best: 24.02 (Pegasus)
    Mask Attention Networks: Rethinking and Strengthen TransformerarXiv:2103.13597
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2021-03-25
    37.88
    best: 45.35 (Scrambled code + broken (alter))
    Mask Attention Networks: Rethinking and Strengthen TransformerarXiv:2103.13597

Natural Language Processing3 results

  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2021-03-25
    40.98
    best: 48.18 (Scrambled code + broken (alter))
    Mask Attention Networks: Rethinking and Strengthen TransformerarXiv:2103.13597
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2021-03-25
    18.29
    best: 24.02 (Pegasus)
    Mask Attention Networks: Rethinking and Strengthen TransformerarXiv:2103.13597
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2021-03-25
    37.88
    best: 45.35 (Scrambled code + broken (alter))
    Mask Attention Networks: Rethinking and Strengthen TransformerarXiv:2103.13597