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Models/QB-Norm+CLIP4Clip

QB-Norm+CLIP4Clip

Reported on 16 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 Vision16 results

  • VideoonDiDeMo
    text-to-video R@10· uses extra data· 2021-12-23
    80.9
    best: 94.2 (vid-TLDR (UMT-L))
    SOTA
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • Video RetrievalonDiDeMo
    text-to-video R@10· uses extra data· 2021-12-23
    80.9
    best: 94.2 (vid-TLDR (UMT-L))
    SOTA
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • VideoonDiDeMo
    text-to-video Median Rank· uses extra data· 2021-12-23
    2
    best: 8.3 (Collaborative Experts)
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • VideoonDiDeMo
    text-to-video R@1· uses extra data· 2021-12-23
    43.5
    best: 74.2 (InternVideo2-6B)
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • VideoonDiDeMo
    text-to-video R@5· uses extra data· 2021-12-23
    71.4
    best: 91.2 (vid-TLDR (UMT-L))
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • VideoonLSMDC
    text-to-video Median Rank· uses extra data· 2021-12-23
    11
    best: 56.5 (CLIP)
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • VideoonLSMDC
    text-to-video R@1· uses extra data· 2021-12-23
    22.4
    best: 46.4 (InternVideo2-6B)
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • VideoonLSMDC
    text-to-video R@10· uses extra data· 2021-12-23
    49.5
    best: 92.8 (HunYuan_tvr (huge))
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • VideoonLSMDC
    text-to-video R@5· uses extra data· 2021-12-23
    40.1
    best: 80.1 (HunYuan_tvr (huge))
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • Video RetrievalonDiDeMo
    text-to-video Median Rank· uses extra data· 2021-12-23
    2
    best: 8.3 (Collaborative Experts)
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • Video RetrievalonDiDeMo
    text-to-video R@1· uses extra data· 2021-12-23
    43.5
    best: 74.2 (InternVideo2-6B)
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • Video RetrievalonDiDeMo
    text-to-video R@5· uses extra data· 2021-12-23
    71.4
    best: 91.2 (vid-TLDR (UMT-L))
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • Video RetrievalonLSMDC
    text-to-video Median Rank· uses extra data· 2021-12-23
    11
    best: 56.5 (CLIP)
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • Video RetrievalonLSMDC
    text-to-video R@1· uses extra data· 2021-12-23
    22.4
    best: 46.4 (InternVideo2-6B)
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • Video RetrievalonLSMDC
    text-to-video R@10· uses extra data· 2021-12-23
    49.5
    best: 92.8 (HunYuan_tvr (huge))
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777
  • Video RetrievalonLSMDC
    text-to-video R@5· uses extra data· 2021-12-23
    40.1
    best: 80.1 (HunYuan_tvr (huge))
    Cross Modal Retrieval with Querybank NormalisationarXiv:2112.12777