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Models/Multimodal CoT

Multimodal CoT

Reported on 9 benchmarks across 1 task · 1 paper · 9 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
    Avg. Accuracy· 2023-02-02
    91.68
    best: 94.88 (MC-CoT F-Large)
    SOTA
    Multimodal Chain-of-Thought Reasoning in Language ModelsarXiv:2302.00923
  • Question AnsweringonScienceQA
    Grades 1-6· 2023-02-02
    92.44
    best: 95.3 (MC-CoT F-Large)
    SOTA
    Multimodal Chain-of-Thought Reasoning in Language ModelsarXiv:2302.00923
  • Question AnsweringonScienceQA
    Grades 7-12· 2023-02-02
    90.31
    best: 94.13 (MC-CoT F-Large)
    SOTA
    Multimodal Chain-of-Thought Reasoning in Language ModelsarXiv:2302.00923
  • Question AnsweringonScienceQA
    Image Context· 2023-02-02
    88.8
    best: 93.75 (MC-CoT F-Large)
    SOTA
    Multimodal Chain-of-Thought Reasoning in Language ModelsarXiv:2302.00923
  • Question AnsweringonScienceQA
    Language Science· 2023-02-02
    90.82
    best: 93.18 (MC-CoT F-Large)
    SOTA
    Multimodal Chain-of-Thought Reasoning in Language ModelsarXiv:2302.00923
  • Question AnsweringonScienceQA
    Natural Science· 2023-02-02
    95.91
    best: 97.47 (MC-CoT F-Large)
    SOTA
    Multimodal Chain-of-Thought Reasoning in Language ModelsarXiv:2302.00923
  • Question AnsweringonScienceQA
    No Context· 2023-02-02
    92.89
    best: 94.49 (MC-CoT F-Large)
    SOTA
    Multimodal Chain-of-Thought Reasoning in Language ModelsarXiv:2302.00923
  • Question AnsweringonScienceQA
    Social Science· 2023-02-02
    82
    best: 96.29 (Honeybee)
    SOTA
    Multimodal Chain-of-Thought Reasoning in Language ModelsarXiv:2302.00923
  • Question AnsweringonScienceQA
    Text Context· 2023-02-02
    95.26
    best: 96.97 (MC-CoT F-Large)
    SOTA
    Multimodal Chain-of-Thought Reasoning in Language ModelsarXiv:2302.00923