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Models/LDC

LDC

Reported on 10 benchmarks across 3 tasks · 1 paper · 2 SOTA

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

Computer Vision4 results

  • Edge DetectiononUDED
    ODS
    0.817
    best: 0.832 (DDN)
  • Edge DetectiononBRIND
    ODS
    0.79
  • Edge DetectiononBIPED
    ODS
    0.889
    best: 0.916 (DDN)
  • Edge DetectiononMDBD
    ODS
    0.88
    best: 0.894 (DexiNed-a)

Methodology4 results

  • 2D Object DetectiononUDED
    ODS
    0.817
    best: 0.832 (DDN)
  • 2D Object DetectiononBRIND
    ODS
    0.79
  • 2D Object DetectiononBIPED
    ODS
    0.889
    best: 0.916 (DDN)
  • 2D Object DetectiononMDBD
    ODS
    0.88
    best: 0.894 (DexiNed-a)

Natural Language Processing2 results

  • Question AnsweringonWikiQA
    MAP· 2016-02-23
    0.7058
    best: 0.927 (TANDA-DeBERTa-V3-Large + ALL)
    SOTA
    Sentence Similarity Learning by Lexical Decomposition and CompositionarXiv:1602.07019
  • Question AnsweringonWikiQA
    MRR· 2016-02-23
    0.7226
    best: 0.939 (TANDA-DeBERTa-V3-Large + ALL)
    SOTA
    Sentence Similarity Learning by Lexical Decomposition and CompositionarXiv:1602.07019