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Models/COTS

COTS

Reported on 16 benchmarks across 2 tasks · 1 paper

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

Computer Vision16 results

  • VideoonMSR-VTT-1kA
    text-to-video Median Rank· uses extra data· 2022-04-15
    2
    best: 13 (JSFusion)
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • VideoonMSR-VTT-1kA
    text-to-video R@1· uses extra data· 2022-04-15
    36.8
    best: 62.9 (HunYuan_tvr (huge))
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • VideoonMSR-VTT-1kA
    text-to-video R@10· uses extra data· 2022-04-15
    73.2
    best: 90.8 (HunYuan_tvr (huge))
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • VideoonMSR-VTT-1kA
    text-to-video R@5· uses extra data· 2022-04-15
    63.8
    best: 84.5 (HunYuan_tvr (huge))
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • VideoonMSR-VTT
    text-to-video Median Rank· 2022-04-15
    3
    best: 55 (C+LSTM+SA+FC7)
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • VideoonMSR-VTT
    text-to-video R@1· 2022-04-15
    32.1
    best: 64 (GRAM)
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • VideoonMSR-VTT
    text-to-video R@10· 2022-04-15
    70.2
    best: 89.6 (VAST)
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • VideoonMSR-VTT
    text-to-video R@5· 2022-04-15
    60.8
    best: 84.3 (VAST)
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • Video RetrievalonMSR-VTT-1kA
    text-to-video Median Rank· uses extra data· 2022-04-15
    2
    best: 13 (JSFusion)
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • Video RetrievalonMSR-VTT-1kA
    text-to-video R@1· uses extra data· 2022-04-15
    36.8
    best: 62.9 (HunYuan_tvr (huge))
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • Video RetrievalonMSR-VTT-1kA
    text-to-video R@10· uses extra data· 2022-04-15
    73.2
    best: 90.8 (HunYuan_tvr (huge))
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • Video RetrievalonMSR-VTT-1kA
    text-to-video R@5· uses extra data· 2022-04-15
    63.8
    best: 84.5 (HunYuan_tvr (huge))
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • Video RetrievalonMSR-VTT
    text-to-video Median Rank· 2022-04-15
    3
    best: 55 (C+LSTM+SA+FC7)
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • Video RetrievalonMSR-VTT
    text-to-video R@1· 2022-04-15
    32.1
    best: 64 (GRAM)
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • Video RetrievalonMSR-VTT
    text-to-video R@10· 2022-04-15
    70.2
    best: 89.6 (VAST)
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441
  • Video RetrievalonMSR-VTT
    text-to-video R@5· 2022-04-15
    60.8
    best: 84.3 (VAST)
    COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal RetrievalarXiv:2204.07441