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Models/PRIMER

PRIMER

Reported on 15 benchmarks across 2 tasks · 1 paper · 15 SOTA

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

Knowledge Base9 results

  • Text SummarizationonarXiv Summarization Dataset
    ROUGE-1· 2021-10-16
    47.6
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text SummarizationonarXiv Summarization Dataset
    ROUGE-2· 2021-10-16
    20.8
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text SummarizationonarXiv Summarization Dataset
    ROUGE-L· 2021-10-16
    42.6
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text SummarizationonMulti-News
    ROUGE-1· 2021-10-16
    49.9
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text SummarizationonMulti-News
    ROUGE-2· 2021-10-16
    21.1
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text SummarizationonMulti-News
    ROUGE-L· 2021-10-16
    25.9
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text SummarizationonWCEP
    ROUGE-1· 2021-10-16
    46.1
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text SummarizationonWCEP
    ROUGE-2· 2021-10-16
    25.2
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text SummarizationonWCEP
    ROUGE-L· 2021-10-16
    37.9
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499

Adversarial6 results

  • Text GenerationonMulti-News
    ROUGE-1· 2021-10-16
    49.9
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text GenerationonMulti-News
    ROUGE-2· 2021-10-16
    21.1
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text GenerationonMulti-News
    ROUGE-L· 2021-10-16
    25.9
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text GenerationonWCEP
    ROUGE-1· 2021-10-16
    46.1
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text GenerationonWCEP
    ROUGE-2· 2021-10-16
    25.2
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499
  • Text GenerationonWCEP
    ROUGE-L· 2021-10-16
    37.9
    SOTA
    PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationarXiv:2110.08499