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Models/SPN

SPN

Reported on 5 benchmarks across 3 tasks · 2 papers · 4 SOTA

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

Natural Language Processing4 results

  • Relation ExtractiononNYT
    F1· 2020-11-03
    92.5
    best: 95 (ReLiK-Large)
    SOTA
    Joint Entity and Relation Extraction with Set Prediction NetworksarXiv:2011.01675
  • Relation ExtractiononWebNLG
    F1· 2020-11-03
    93.4
    best: 94.7 (UniRel)
    SOTA
    Joint Entity and Relation Extraction with Set Prediction NetworksarXiv:2011.01675
  • Relation ExtractiononWebNLG
    F1· 2020-11-03
    93.4
    best: 94.7 (UniRel)
    Joint Entity and Relation Extraction with Set Prediction NetworksarXiv:2011.01675
  • Relation ExtractiononNYT
    F1· 2020-11-03
    92.5
    best: 95 (ReLiK-Large)
    Joint Entity and Relation Extraction with Set Prediction NetworksarXiv:2011.01675

Medical3 results

  • Information ExtractiononWebNLG
    F1· 2020-11-03
    93.4
    SOTA
    Joint Entity and Relation Extraction with Set Prediction NetworksarXiv:2011.01675
  • Information ExtractiononNYT
    F1· 2020-11-03
    92.5
    SOTA
    Joint Entity and Relation Extraction with Set Prediction NetworksarXiv:2011.01675
  • Image GenerationonImageNet 64x64
    Bits per dim· 2018-12-04
    3.52
    best: 4.351 (Logsparse (6 layers))
    Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional UpscalingarXiv:1812.01608