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Models/GPT-NeoX (few-shot, k=3)

GPT-NeoX (few-shot, k=3)

Reported on 9 benchmarks across 4 tasks · 1 paper

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

Natural Language Processing6 results

  • Question AnsweringonBIG-bench (Movie Recommendation)
    Accuracy· 2023-03-30
    86.4
    best: 94.4 (PaLM 2 (few-shot, k=3, CoT))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Question AnsweringonBIG-bench (Navigate)
    Accuracy· 2023-03-30
    45.2
    best: 91.2 (PaLM 2 (few-shot, k=3, CoT))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Question AnsweringonBIG-bench (Ruin Names)
    Accuracy· 2023-03-30
    54
    best: 90 (PaLM 2 (few-shot, k=3, Direct))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Question AnsweringonBIG-bench (Hyperbaton)
    Accuracy· 2023-03-30
    92
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Common Sense ReasoningonBIG-bench (Sports Understanding)
    Accuracy· 2023-03-30
    53.2
    best: 98 (PaLM 2(few-shot, k=3, CoT))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Sarcasm DetectiononBIG-bench (SNARKS)
    Accuracy· 2023-03-30
    62.36
    best: 84.8 (PaLM 2(few-shot, k=3, CoT))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564

Methodology3 results

  • Logical ReasoningonBIG-bench (Penguins In A Table)
    Accuracy· 2023-03-30
    33.56
    best: 84.9 (PaLM 2 (few-shot, k=3, CoT))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Logical ReasoningonBIG-bench (Temporal Sequences)
    Accuracy· 2023-03-30
    21.2
    best: 100 (PaLM 2 (few-shot, k=3, CoT))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Logical ReasoningonBIG-bench (Reasoning About Colored Objects)
    Accuracy· 2023-03-30
    26
    best: 91.2 (PaLM 2 (few-shot, k=3, CoT))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564