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Models/PEGASUS + SummaReranker

PEGASUS + SummaReranker

Reported on 15 benchmarks across 3 tasks · 1 paper · 12 SOTA

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

Knowledge Base12 results

  • Text SummarizationonX-Sum
    ROUGE-1· 2022-03-13
    48.12
    best: 50.3 (Selfmem)
    SOTA
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Text SummarizationonX-Sum
    ROUGE-2· 2022-03-13
    24.95
    best: 26.7 (Selfmem)
    SOTA
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Text SummarizationonX-Sum
    ROUGE-L· 2022-03-13
    40
    SOTA
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2022-03-13
    47.16
    best: 48.18 (Scrambled code + broken (alter))
    SOTA
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2022-03-13
    22.61
    best: 24.02 (Pegasus)
    SOTA
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2022-03-13
    43.87
    best: 45.35 (Scrambled code + broken (alter))
    SOTA
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Text SummarizationonReddit TIFU
    ROUGE-1· 2022-03-13
    29.83
    best: 32.03 (PEGASUS 2B + SLiC)
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Text SummarizationonReddit TIFU
    ROUGE-2· 2022-03-13
    9.5
    best: 11.25 (MUPPET BART Large)
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Text SummarizationonReddit TIFU
    ROUGE-L· 2022-03-13
    23.47
    best: 25.51 (PEGASUS 2B + SLiC)
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2022-03-13
    47.16
    best: 48.18 (Scrambled code + broken (alter))
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2022-03-13
    22.55
    best: 24.02 (Pegasus)
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2022-03-13
    43.87
    best: 45.35 (Scrambled code + broken (alter))
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569

Natural Language Processing6 results

  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2022-03-13
    47.16
    best: 48.18 (Scrambled code + broken (alter))
    SOTA
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2022-03-13
    22.61
    best: 24.02 (Pegasus)
    SOTA
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2022-03-13
    43.87
    best: 45.35 (Scrambled code + broken (alter))
    SOTA
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Document SummarizationonCNN / Daily Mail
    ROUGE-1· 2022-03-13
    47.16
    best: 48.18 (Scrambled code + broken (alter))
    SOTA
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Document SummarizationonCNN / Daily Mail
    ROUGE-2· 2022-03-13
    22.55
    SOTA
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569
  • Document SummarizationonCNN / Daily Mail
    ROUGE-L· 2022-03-13
    43.87
    best: 45.35 (Scrambled code + broken (alter))
    SOTA
    SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationarXiv:2203.06569