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Models/Honeybee

Honeybee

Reported on 9 benchmarks across 1 task · 1 paper · 1 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
    Social Science· uses extra data· 2023-12-11
    96.29
    SOTA
    Honeybee: Locality-enhanced Projector for Multimodal LLMarXiv:2312.06742
  • Question AnsweringonScienceQA
    Avg. Accuracy· uses extra data· 2023-12-11
    94.39
    best: 94.88 (MC-CoT F-Large)
    Honeybee: Locality-enhanced Projector for Multimodal LLMarXiv:2312.06742
  • Question AnsweringonScienceQA
    Grades 1-6· uses extra data· 2023-12-11
    95.04
    best: 95.3 (MC-CoT F-Large)
    Honeybee: Locality-enhanced Projector for Multimodal LLMarXiv:2312.06742
  • Question AnsweringonScienceQA
    Grades 7-12· uses extra data· 2023-12-11
    93.21
    best: 94.13 (MC-CoT F-Large)
    Honeybee: Locality-enhanced Projector for Multimodal LLMarXiv:2312.06742
  • Question AnsweringonScienceQA
    Image Context· uses extra data· 2023-12-11
    93.75
    Honeybee: Locality-enhanced Projector for Multimodal LLMarXiv:2312.06742
  • Question AnsweringonScienceQA
    Language Science· uses extra data· 2023-12-11
    91.18
    best: 93.18 (MC-CoT F-Large)
    Honeybee: Locality-enhanced Projector for Multimodal LLMarXiv:2312.06742
  • Question AnsweringonScienceQA
    Natural Science· uses extra data· 2023-12-11
    95.2
    best: 97.47 (MC-CoT F-Large)
    Honeybee: Locality-enhanced Projector for Multimodal LLMarXiv:2312.06742
  • Question AnsweringonScienceQA
    No Context· uses extra data· 2023-12-11
    93.17
    best: 94.49 (MC-CoT F-Large)
    Honeybee: Locality-enhanced Projector for Multimodal LLMarXiv:2312.06742
  • Question AnsweringonScienceQA
    Text Context· uses extra data· 2023-12-11
    94.48
    best: 96.97 (MC-CoT F-Large)
    Honeybee: Locality-enhanced Projector for Multimodal LLMarXiv:2312.06742