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Models/LLaVA-NeXT-Video-7B

LLaVA-NeXT-Video-7B

Reported on 8 benchmarks across 4 tasks · 1 paper

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

Natural Language Processing7 results

  • Question AnsweringonVNBench
    Accuracy· 2024-07-10
    20.1
    best: 77.88 (BIMBA-LLaVA-Qwen2-7B)
    LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal ModelsarXiv:2407.07895
  • Relation ExtractiononVinoground
    Group Score
    6.2
    best: 35 (GPT-4o (CoT))
  • Relation ExtractiononVinoground
    Text Score
    21.8
    best: 59.2 (GPT-4o (CoT))
  • Relation ExtractiononVinoground
    Video Score
    25.6
    best: 51 (GPT-4o (CoT))
  • Temporal Relation ExtractiononVinoground
    Group Score
    6.2
    best: 35 (GPT-4o (CoT))
  • Temporal Relation ExtractiononVinoground
    Text Score
    21.8
    best: 59.2 (GPT-4o (CoT))
  • Temporal Relation ExtractiononVinoground
    Video Score
    25.6
    best: 51 (GPT-4o (CoT))

Reasoning1 result

  • Video Question AnsweringonVNBench
    Accuracy· 2024-07-10
    20.1
    best: 77.88 (BIMBA-LLaVA-Qwen2-7B)
    LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal ModelsarXiv:2407.07895