TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Macro

Macro

Reported on 18 benchmarks across 2 tasks · 1 paper · 16 SOTA

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

Adversarial9 results

  • Text GenerationonRotoWire (Relation Generation)
    Precision· 2021-02-04
    97.6
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Text GenerationonRotoWire (Relation Generation)
    count· 2021-02-04
    42.1
    best: 46.7 (SeqPlan)
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Text GenerationonMLB Dataset (Content Selection)
    Precision· 2021-02-04
    40.8
    best: 49.39 (Force-Copy)
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Text GenerationonMLB Dataset (Content Selection)
    Recall· 2021-02-04
    54.9
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Text GenerationonMLB Dataset (Content Ordering)
    DLD· 2021-02-04
    21.8
    best: 22.7 (SeqPlan)
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Text GenerationonMLB Dataset
    BLEU· 2021-02-04
    12.62
    best: 14.29 (SeqPlan)
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Text GenerationonMLB Dataset (Relation Generation)
    Precision· 2021-02-04
    94.4
    best: 95.9 (SeqPlan)
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Text GenerationonMLB Dataset (Relation Generation)
    count· 2021-02-04
    30.8
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Text GenerationonRotoWire
    BLEU· 2021-02-04
    15.46
    best: 17.96 (HierarchicalEncoder + NR + IR)
    Data-to-text Generation with Macro PlanningarXiv:2102.02723

Natural Language Processing9 results

  • Data-to-Text GenerationonRotoWire (Relation Generation)
    Precision· 2021-02-04
    97.6
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Data-to-Text GenerationonRotoWire (Relation Generation)
    count· 2021-02-04
    42.1
    best: 46.7 (SeqPlan)
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Data-to-Text GenerationonMLB Dataset (Content Selection)
    Precision· 2021-02-04
    40.8
    best: 49.39 (Force-Copy)
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Data-to-Text GenerationonMLB Dataset (Content Selection)
    Recall· 2021-02-04
    54.9
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Data-to-Text GenerationonMLB Dataset (Content Ordering)
    DLD· 2021-02-04
    21.8
    best: 22.7 (SeqPlan)
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Data-to-Text GenerationonMLB Dataset
    BLEU· 2021-02-04
    12.62
    best: 14.29 (SeqPlan)
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Data-to-Text GenerationonMLB Dataset (Relation Generation)
    Precision· 2021-02-04
    94.4
    best: 95.9 (SeqPlan)
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Data-to-Text GenerationonMLB Dataset (Relation Generation)
    count· 2021-02-04
    30.8
    SOTA
    Data-to-text Generation with Macro PlanningarXiv:2102.02723
  • Data-to-Text GenerationonRotoWire
    BLEU· 2021-02-04
    15.46
    best: 17.96 (HierarchicalEncoder + NR + IR)
    Data-to-text Generation with Macro PlanningarXiv:2102.02723