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Models/DecaProp

DecaProp

Reported on 18 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Natural Language Processing18 results

  • Question AnsweringonNarrativeQA
    BLEU-1· 2018-11-10
    44.35
    best: 54.11 (Masque (NarrativeQA + MS MARCO))
    SOTA
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Question AnsweringonNarrativeQA
    BLEU-4· 2018-11-10
    27.61
    best: 30.43 (Masque (NarrativeQA + MS MARCO))
    SOTA
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Question AnsweringonNarrativeQA
    METEOR· 2018-11-10
    21.8
    best: 26.13 (Masque (NarrativeQA + MS MARCO))
    SOTA
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Question AnsweringonNarrativeQA
    Rouge-L· 2018-11-10
    44.69
    best: 59.87 (Masque (NarrativeQA + MS MARCO))
    SOTA
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Question AnsweringonSearchQA
    F1· 2018-11-10
    63.6
    best: 84.8 (SpanBERT)
    SOTA
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Question AnsweringonSearchQA
    N-gram F1· 2018-11-10
    70.8
    SOTA
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Question AnsweringonSearchQA
    Unigram Acc· 2018-11-10
    62.2
    SOTA
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Open-Domain Question AnsweringonSearchQA
    F1· 2018-11-10
    63.6
    best: 84.8 (SpanBERT)
    SOTA
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Open-Domain Question AnsweringonSearchQA
    N-gram F1· 2018-11-10
    70.8
    SOTA
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Open-Domain Question AnsweringonSearchQA
    Unigram Acc· 2018-11-10
    62.2
    SOTA
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Question AnsweringonNewsQA
    EM· 2018-11-10
    53.1
    best: 92.52 (OpenAI/o3-2025-01-31-high)
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Question AnsweringonNewsQA
    F1· 2018-11-10
    66.3
    best: 94.01 (Riple/Saanvi-v0.5-DeepAnalysis)
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Question AnsweringonQuasar
    EM (Quasar-T)· 2018-11-10
    38.6
    best: 42.3 (Evidence Aggregation via R^3 Re-Ranking)
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Question AnsweringonQuasar
    F1 (Quasar-T)· 2018-11-10
    46.9
    best: 49.6 (Evidence Aggregation via R^3 Re-Ranking)
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Question AnsweringonSearchQA
    EM· 2018-11-10
    56.8
    best: 68 (Cluster-Former (#C=512))
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Open-Domain Question AnsweringonQuasar
    EM (Quasar-T)· 2018-11-10
    38.6
    best: 42.3 (Evidence Aggregation via R^3 Re-Ranking)
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Open-Domain Question AnsweringonQuasar
    F1 (Quasar-T)· 2018-11-10
    46.9
    best: 49.6 (Evidence Aggregation via R^3 Re-Ranking)
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210
  • Open-Domain Question AnsweringonSearchQA
    EM· 2018-11-10
    56.8
    best: 68 (Cluster-Former (#C=512))
    Densely Connected Attention Propagation for Reading ComprehensionarXiv:1811.04210