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Models/DeBERTa-1.5B

DeBERTa-1.5B

Reported on 10 benchmarks across 5 tasks · 1 paper · 7 SOTA

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

Natural Language Processing10 results

  • Question AnsweringonMultiRC
    EM· 2020-06-05
    63.7
    best: 69.2 (PaLM 540B (finetuned) )
    SOTA
    DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654
  • Question AnsweringonMultiRC
    F1· 2020-06-05
    88.2
    best: 90.1 (PaLM 540B (finetuned) )
    SOTA
    DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654
  • Common Sense ReasoningonReCoRD
    EM· 2020-06-05
    94.1
    best: 95.9 (Turing NLR v5 XXL 5.4B (fine-tuned))
    SOTA
    DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654
  • Common Sense ReasoningonReCoRD
    F1· 2020-06-05
    94.5
    best: 96.4 (Turing NLR v5 XXL 5.4B (fine-tuned))
    SOTA
    DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654
  • Natural Language InferenceonCommitmentBank
    Accuracy· 2020-06-05
    97.2
    best: 100 (PaLM 540B (finetuned))
    SOTA
    DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654
  • Natural Language InferenceonCommitmentBank
    F1· 2020-06-05
    94.9
    best: 100 (PaLM 540B (finetuned))
    SOTA
    DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654
  • Coreference ResolutiononWinograd Schema Challenge
    Accuracy· 2020-06-05
    95.9
    best: 100 (PaLM 540B (fine-tuned))
    SOTA
    DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654
  • Question AnsweringonCOPA
    Accuracy· 2020-06-05
    96.8
    best: 100 (PaLM 540B (finetuned) )
    DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654
  • Question AnsweringonBoolQ
    Accuracy· 2020-06-05
    90.4
    best: 99.87 (Mistral-Nemo 12B (HPT))
    DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654
  • Word Sense DisambiguationonWords in Context
    Accuracy· 2020-06-05
    76.4
    best: 85.3 (COSINE + Transductive Learning)
    DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654