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Models/LLoVi (GPT-4)

LLoVi (GPT-4)

Reported on 6 benchmarks across 2 tasks · 1 paper · 5 SOTA

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

Natural Language Processing3 results

  • Question AnsweringonNExT-QA
    Accuracy· 2023-12-28
    67.7
    best: 79.6 (VideoMultiAgent (GPT-4o))
    SOTA
    A Simple LLM Framework for Long-Range Video Question-AnsweringarXiv:2312.17235
  • Question AnsweringonNExT-GQA
    Acc@GQA· 2023-12-28
    26.8
    best: 28.9 (DeVi (Gemini 2.0))
    SOTA
    A Simple LLM Framework for Long-Range Video Question-AnsweringarXiv:2312.17235
  • Question AnsweringonIntentQA
    Accuracy· 2023-12-28
    64
    best: 71.5 (ENTER)
    SOTA
    A Simple LLM Framework for Long-Range Video Question-AnsweringarXiv:2312.17235

Reasoning3 results

  • Video Question AnsweringonNExT-GQA
    Acc@GQA· 2023-12-28
    26.8
    best: 28.9 (DeVi (Gemini 2.0))
    SOTA
    A Simple LLM Framework for Long-Range Video Question-AnsweringarXiv:2312.17235
  • Video Question AnsweringonIntentQA
    Accuracy· 2023-12-28
    64
    best: 71.5 (ENTER)
    SOTA
    A Simple LLM Framework for Long-Range Video Question-AnsweringarXiv:2312.17235
  • Video Question AnsweringonNExT-QA
    Accuracy· 2023-12-28
    67.7
    best: 85.5 (LinVT-Qwen2-VL (7B))
    A Simple LLM Framework for Long-Range Video Question-AnsweringarXiv:2312.17235