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Models/PLLaVA (34B)

PLLaVA (34B)

Reported on 12 benchmarks across 2 tasks · 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 Processing6 results

  • Question AnsweringonMSRVTT-QA
    Accuracy· 2024-04-25
    68.7
    best: 72.4 (Flash-VStream)
    SOTA
    PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense CaptioningarXiv:2404.16994
  • Question AnsweringonActivityNet-QA
    Accuracy· 2024-04-25
    60.9
    best: 61.6 (Tarsier (34B))
    SOTA
    PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense CaptioningarXiv:2404.16994
  • Question AnsweringonMSVD-QA
    Accuracy· 2024-04-25
    79.9
    best: 80.3 (Tarsier (34B))
    PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense CaptioningarXiv:2404.16994
  • Question AnsweringonMSVD-QA
    Confidence Score· 2024-04-25
    4.2
    best: 2.5 (Video LLaMA-7B)
    PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense CaptioningarXiv:2404.16994
  • Question AnsweringonMSRVTT-QA
    Confidence Score· 2024-04-25
    3.6
    best: 1.8 (Video LLaMA-7B)
    PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense CaptioningarXiv:2404.16994
  • Question AnsweringonActivityNet-QA
    Confidence Score· 2024-04-25
    3.7
    best: 1.1 (Video LLaMA)
    PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense CaptioningarXiv:2404.16994

Reasoning6 results

  • Video Question AnsweringonMSRVTT-QA
    Accuracy· 2024-04-25
    68.7
    best: 72.4 (Flash-VStream)
    SOTA
    PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense CaptioningarXiv:2404.16994
  • Video Question AnsweringonMSVD-QA
    Accuracy· 2024-04-25
    79.9
    best: 80.3 (Tarsier (34B))
    PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense CaptioningarXiv:2404.16994
  • Video Question AnsweringonMSVD-QA
    Confidence Score· 2024-04-25
    4.2
    best: 2.5 (Video LLaMA-7B)
    PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense CaptioningarXiv:2404.16994
  • Video Question AnsweringonMSRVTT-QA
    Confidence Score· 2024-04-25
    3.6
    best: 1.8 (Video LLaMA-7B)
    PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense CaptioningarXiv:2404.16994
  • Video Question AnsweringonActivityNet-QA
    Accuracy· 2024-04-25
    60.9
    best: 61.6 (Tarsier (34B))
    PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense CaptioningarXiv:2404.16994
  • Video Question AnsweringonActivityNet-QA
    Confidence Score· 2024-04-25
    3.7
    best: 1.1 (Video LLaMA)
    PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense CaptioningarXiv:2404.16994