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Models/VideoCoCa (zero-shot)

VideoCoCa (zero-shot)

Reported on 18 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Computer Vision18 results

  • VideoonMSR-VTT
    video-to-text R@1· uses extra data· 2022-12-09
    64.7
    best: 64.8 (GRAM)
    SOTA
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • Video RetrievalonMSR-VTT
    video-to-text R@1· uses extra data· 2022-12-09
    64.7
    best: 64.8 (GRAM)
    SOTA
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • VideoonYouCook2
    text-to-video R@1· 2022-12-09
    21.7
    best: 50.4 (VAST)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • VideoonYouCook2
    text-to-video R@10· 2022-12-09
    55.2
    best: 80.8 (VAST)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • VideoonYouCook2
    text-to-video R@5· 2022-12-09
    43.9
    best: 74.3 (VAST)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • VideoonMSR-VTT
    text-to-video R@1· uses extra data· 2022-12-09
    34.3
    best: 64 (GRAM)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • VideoonMSR-VTT
    text-to-video R@10· uses extra data· 2022-12-09
    67
    best: 89.6 (VAST)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • VideoonMSR-VTT
    text-to-video R@5· uses extra data· 2022-12-09
    57.8
    best: 84.3 (VAST)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • VideoonMSR-VTT
    video-to-text R@10· uses extra data· 2022-12-09
    91.4
    best: 92.8 (CAMoE)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • VideoonMSR-VTT
    video-to-text R@5· uses extra data· 2022-12-09
    85.2
    best: 86.2 (CAMoE)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • Video RetrievalonYouCook2
    text-to-video R@1· 2022-12-09
    21.7
    best: 50.4 (VAST)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • Video RetrievalonYouCook2
    text-to-video R@10· 2022-12-09
    55.2
    best: 80.8 (VAST)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • Video RetrievalonYouCook2
    text-to-video R@5· 2022-12-09
    43.9
    best: 74.3 (VAST)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • Video RetrievalonMSR-VTT
    text-to-video R@1· uses extra data· 2022-12-09
    34.3
    best: 64 (GRAM)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • Video RetrievalonMSR-VTT
    text-to-video R@10· uses extra data· 2022-12-09
    67
    best: 89.6 (VAST)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • Video RetrievalonMSR-VTT
    text-to-video R@5· uses extra data· 2022-12-09
    57.8
    best: 84.3 (VAST)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • Video RetrievalonMSR-VTT
    video-to-text R@10· uses extra data· 2022-12-09
    91.4
    best: 92.8 (CAMoE)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979
  • Video RetrievalonMSR-VTT
    video-to-text R@5· uses extra data· 2022-12-09
    85.2
    best: 86.2 (CAMoE)
    VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive CaptionersarXiv:2212.04979