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Models/SRformer-BART

SRformer-BART

Reported on 9 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Knowledge Base6 results

  • Text SummarizationonXSum
    ROUGE-1· 2023-05-24
    39.02
    SOTA
    Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence ModelarXiv:2305.16340
  • Text SummarizationonMediaSum
    ROUGE-1· 2023-05-24
    32.36
    SOTA
    Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence ModelarXiv:2305.16340
  • Text SummarizationonArxiv HEP-TH citation graph
    ROUGE-1· 2023-05-24
    42.99
    best: 50.95 (Top Down Transformer (AdaPool) (464M))
    Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence ModelarXiv:2305.16340
  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2023-05-24
    43.19
    best: 48.18 (Scrambled code + broken (alter))
    Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence ModelarXiv:2305.16340
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2023-05-24
    19.8
    best: 24.02 (Pegasus)
    Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence ModelarXiv:2305.16340
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2023-05-24
    40.4
    best: 45.35 (Scrambled code + broken (alter))
    Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence ModelarXiv:2305.16340

Natural Language Processing3 results

  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2023-05-24
    43.19
    best: 48.18 (Scrambled code + broken (alter))
    Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence ModelarXiv:2305.16340
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2023-05-24
    19.8
    best: 24.02 (Pegasus)
    Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence ModelarXiv:2305.16340
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2023-05-24
    40.4
    best: 45.35 (Scrambled code + broken (alter))
    Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence ModelarXiv:2305.16340