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Models/VideoTree (GPT4)

VideoTree (GPT4)

Reported on 8 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 Processing4 results

  • Question AnsweringonNExT-QA
    Accuracy· 2024-05-29
    73.5
    best: 79.6 (VideoMultiAgent (GPT-4o))
    SOTA
    VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long VideosarXiv:2405.19209
  • Question AnsweringonIntentQA
    Accuracy· 2024-05-29
    66.9
    best: 71.5 (ENTER)
    SOTA
    VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long VideosarXiv:2405.19209
  • Question AnsweringonEgoSchema (fullset)
    Accuracy· 2024-05-29
    61.1
    best: 71.14 (BIMBA-LLaVA-Qwen2-7B)
    SOTA
    VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long VideosarXiv:2405.19209
  • Question AnsweringonEgoSchema (subset)
    Accuracy· 2024-05-29
    66.2
    best: 68.6 (Tarsier (34B))
    VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long VideosarXiv:2405.19209

Reasoning4 results

  • Video Question AnsweringonIntentQA
    Accuracy· 2024-05-29
    66.9
    best: 71.5 (ENTER)
    SOTA
    VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long VideosarXiv:2405.19209
  • Video Question AnsweringonEgoSchema (fullset)
    Accuracy· 2024-05-29
    61.1
    best: 71.14 (BIMBA-LLaVA-Qwen2-7B)
    SOTA
    VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long VideosarXiv:2405.19209
  • Video Question AnsweringonNExT-QA
    Accuracy· 2024-05-29
    73.5
    best: 85.5 (LinVT-Qwen2-VL (7B))
    VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long VideosarXiv:2405.19209
  • Video Question AnsweringonEgoSchema (subset)
    Accuracy· 2024-05-29
    66.2
    best: 68.6 (Tarsier (34B))
    VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long VideosarXiv:2405.19209