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Models/PALM

PALM

Reported on 10 benchmarks across 3 tasks · 1 paper · 1 SOTA

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· 2020-04-14
    39.45
    best: 60.12 (OpenAI/o3-mini)
    PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationarXiv:2004.07159
  • Text SummarizationonGigaWord
    ROUGE-2· 2020-04-14
    20.37
    best: 54.22 (OpenAI/o3-mini)
    PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationarXiv:2004.07159
  • Text SummarizationonGigaWord
    ROUGE-L· 2020-04-14
    36.75
    best: 60.29 (Riple/Saanvi-v0.1)
    PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationarXiv:2004.07159
  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2020-04-14
    44.3
    best: 48.18 (Scrambled code + broken (alter))
    PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationarXiv:2004.07159
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2020-04-14
    21.12
    best: 24.02 (Pegasus)
    PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationarXiv:2004.07159
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2020-04-14
    41.41
    best: 45.35 (Scrambled code + broken (alter))
    PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationarXiv:2004.07159

Natural Language Processing3 results

  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2020-04-14
    44.3
    best: 48.18 (Scrambled code + broken (alter))
    PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationarXiv:2004.07159
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2020-04-14
    21.12
    best: 24.02 (Pegasus)
    PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationarXiv:2004.07159
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2020-04-14
    41.41
    best: 45.35 (Scrambled code + broken (alter))
    PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationarXiv:2004.07159

Adversarial1 result

  • Text GenerationonCNN/Daily Mail
    ROUGE-L· 2020-04-14
    41.41
    SOTA
    PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationarXiv:2004.07159