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Models/DeepPyramidion

DeepPyramidion

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 Base8 results

  • Text SummarizationonPubmed
    ROUGE-1· 2020-09-10
    47.81
    best: 51.05 (Top Down Transformer (AdaPool) (464M))
    SOTA
    Sparsifying Transformer Models with Trainable Representation PoolingarXiv:2009.05169
  • Text SummarizationonPubmed
    ROUGE-2· 2020-09-10
    21.14
    best: 24.76 (LongT5)
    SOTA
    Sparsifying Transformer Models with Trainable Representation PoolingarXiv:2009.05169
  • Text SummarizationonarXiv Summarization Dataset
    ROUGE-1
    47.15
    best: 47.6 (PRIMER)
  • Text SummarizationonarXiv Summarization Dataset
    ROUGE-2
    19.99
    best: 20.8 (PRIMER)
  • Text SummarizationonArxiv HEP-TH citation graph
    ROUGE-1
    47.15
    best: 50.95 (Top Down Transformer (AdaPool) (464M))
  • Text SummarizationonArxiv HEP-TH citation graph
    ROUGE-2
    19.99
    best: 21.93 (Top Down Transformer (AdaPool) (464M))
  • Text SummarizationonArxiv HEP-TH citation graph
    ROUGE-1
    47.15
    best: 50.95 (Top Down Transformer (AdaPool) (464M))
  • Text SummarizationonarXiv Summarization Dataset
    Rouge-2
    19.99

Natural Language Processing2 results

  • Document SummarizationonArxiv HEP-TH citation graph
    ROUGE-1
    47.15
  • Document SummarizationonarXiv Summarization Dataset
    Rouge-2
    19.99