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Models/GPT-3 - CoT(QCM→AE, 2-shot)

GPT-3 - CoT(QCM→AE, 2-shot)

Reported on 9 benchmarks across 1 task · 1 paper · 3 SOTA

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

Natural Language Processing9 results

  • Question AnsweringonScienceQA
    Grades 1-6· 2022-09-20
    78.49
    best: 95.3 (MC-CoT F-Large)
    SOTA
    Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question AnsweringarXiv:2209.09513
  • Question AnsweringonScienceQA
    Natural Science· 2022-09-20
    76.6
    best: 97.47 (MC-CoT F-Large)
    SOTA
    Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question AnsweringarXiv:2209.09513
  • Question AnsweringonScienceQA
    Text Context· 2022-09-20
    75.51
    best: 96.97 (MC-CoT F-Large)
    SOTA
    Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question AnsweringarXiv:2209.09513
  • Question AnsweringonScienceQA
    Avg. Accuracy· 2022-09-20
    74.61
    best: 94.88 (MC-CoT F-Large)
    Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question AnsweringarXiv:2209.09513
  • Question AnsweringonScienceQA
    Grades 7-12· 2022-09-20
    67.63
    best: 94.13 (MC-CoT F-Large)
    Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question AnsweringarXiv:2209.09513
  • Question AnsweringonScienceQA
    Image Context· 2022-09-20
    66.09
    best: 93.75 (MC-CoT F-Large)
    Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question AnsweringarXiv:2209.09513
  • Question AnsweringonScienceQA
    Language Science· 2022-09-20
    77.55
    best: 93.18 (MC-CoT F-Large)
    Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question AnsweringarXiv:2209.09513
  • Question AnsweringonScienceQA
    No Context· 2022-09-20
    79.58
    best: 94.49 (MC-CoT F-Large)
    Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question AnsweringarXiv:2209.09513
  • Question AnsweringonScienceQA
    Social Science· 2022-09-20
    65.92
    best: 96.29 (Honeybee)
    Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question AnsweringarXiv:2209.09513