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Models/PFN

PFN

Reported on 13 benchmarks across 2 tasks · 1 paper · 9 SOTA

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

Natural Language Processing12 results

  • Relation ExtractiononACE 2005
    RE+ Micro F1· 2021-08-27
    66.8
    best: 71.1 (PL-Marker)
    SOTA
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202
  • Relation ExtractiononADE Corpus
    NER Macro F1· 2021-08-27
    91.3
    SOTA
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202
  • Relation ExtractiononADE Corpus
    RE+ Macro F1· 2021-08-27
    83.2
    SOTA
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202
  • Relation ExtractiononACE 2004
    RE+ Micro F1· 2021-08-27
    62.5
    best: 66.5 (PL-Marker)
    SOTA
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202
  • Relation ExtractiononWebNLG
    F1· 2021-08-27
    93.6
    best: 94.7 (UniRel)
    SOTA
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202
  • Relation ExtractiononWebNLG
    NER Micro F1· 2021-08-27
    98
    SOTA
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202
  • Relation ExtractiononSciERC
    NER Micro F1· 2021-08-27
    66.8
    SOTA
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202
  • Relation ExtractiononSciERC
    RE+ Micro F1· 2021-08-27
    38.4
    best: 41.6 (PL-Marker)
    SOTA
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202
  • Relation ExtractiononACE 2005
    NER Micro F1· 2021-08-27
    89
    best: 91.3 (ASP+T5-3B)
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202
  • Relation ExtractiononACE 2004
    NER Micro F1· 2021-08-27
    89.3
    best: 90.4 (PL-Marker)
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202
  • Relation ExtractiononSciERC
    Entity F1· 2021-08-27
    66.8
    best: 70.53 (SpERT.PL (SciBERT))
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202
  • Relation ExtractiononSciERC
    RE+ Micro F1· 2021-08-27
    38.4
    best: 41.6 (PL-Marker)
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202

Medical2 results

  • Information ExtractiononSciERC
    RE+ Micro F1· 2021-08-27
    38.4
    best: 41.6 (PL-Marker)
    SOTA
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202
  • Information ExtractiononSciERC
    Entity F1· 2021-08-27
    66.8
    best: 70.53 (SpERT.PL (SciBERT))
    A Partition Filter Network for Joint Entity and Relation ExtractionarXiv:2108.12202