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Models/COOT

COOT

Reported on 11 benchmarks across 3 tasks · 1 paper

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

Computer Vision11 results

  • VideoonYouCook2
    text-to-video Median Rank· 2020-11-01
    9
    best: 77 (Satar et al.)
    COOT: Cooperative Hierarchical Transformer for Video-Text Representation LearningarXiv:2011.00597
  • VideoonYouCook2
    text-to-video R@1· 2020-11-01
    16.7
    best: 50.4 (VAST)
    COOT: Cooperative Hierarchical Transformer for Video-Text Representation LearningarXiv:2011.00597
  • VideoonYouCook2
    text-to-video R@10· 2020-11-01
    52.3
    best: 80.8 (VAST)
    COOT: Cooperative Hierarchical Transformer for Video-Text Representation LearningarXiv:2011.00597
  • Video CaptioningonYouCook2
    BLEU-3· uses extra data· 2020-11-01
    17.97
    best: 24.12 (UniVL + MELTR)
    COOT: Cooperative Hierarchical Transformer for Video-Text Representation LearningarXiv:2011.00597
  • Video CaptioningonYouCook2
    BLEU-4· uses extra data· 2020-11-01
    11.3
    best: 18.2 (VAST)
    COOT: Cooperative Hierarchical Transformer for Video-Text Representation LearningarXiv:2011.00597
  • Video CaptioningonYouCook2
    CIDEr· uses extra data· 2020-11-01
    0.57
    best: 116.4 (HowToCaption)
    COOT: Cooperative Hierarchical Transformer for Video-Text Representation LearningarXiv:2011.00597
  • Video CaptioningonYouCook2
    METEOR· uses extra data· 2020-11-01
    19.85
    best: 22.56 (UniVL + MELTR)
    COOT: Cooperative Hierarchical Transformer for Video-Text Representation LearningarXiv:2011.00597
  • Video CaptioningonYouCook2
    ROUGE-L· uses extra data· 2020-11-01
    37.94
    best: 47.04 (UniVL + MELTR)
    COOT: Cooperative Hierarchical Transformer for Video-Text Representation LearningarXiv:2011.00597
  • Video RetrievalonYouCook2
    text-to-video Median Rank· 2020-11-01
    9
    best: 77 (Satar et al.)
    COOT: Cooperative Hierarchical Transformer for Video-Text Representation LearningarXiv:2011.00597
  • Video RetrievalonYouCook2
    text-to-video R@1· 2020-11-01
    16.7
    best: 50.4 (VAST)
    COOT: Cooperative Hierarchical Transformer for Video-Text Representation LearningarXiv:2011.00597
  • Video RetrievalonYouCook2
    text-to-video R@10· 2020-11-01
    52.3
    best: 80.8 (VAST)
    COOT: Cooperative Hierarchical Transformer for Video-Text Representation LearningarXiv:2011.00597