TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/HunYuan_tvr

HunYuan_tvr

Reported on 92 benchmarks across 2 tasks · 1 paper · 28 SOTA

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

Computer Vision92 results

  • VideoonActivityNet
    text-to-video R@1· uses extra data· 2022-04-07
    57.3
    best: 74.1 (InternVideo2-6B)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonActivityNet
    text-to-video R@10· uses extra data· 2022-04-07
    93.1
    best: 96.1 (GRAM)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonActivityNet
    text-to-video R@5· uses extra data· 2022-04-07
    84.8
    best: 90.9 (VAST)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonActivityNet
    video-to-text Mean Rank· uses extra data· 2022-04-07
    3.4
    best: 6.7 (DiffusionRet+QB-Norm)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonActivityNet
    video-to-text Median Rank· uses extra data· 2022-04-07
    1
    best: 2 (DiffusionRet+QB-Norm)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonActivityNet
    video-to-text R@1· uses extra data· 2022-04-07
    57.7
    best: 69.7 (InternVideo2-6B)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonActivityNet
    video-to-text R@10· uses extra data· 2022-04-07
    93.9
    best: 95.4 (GRAM)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonActivityNet
    video-to-text R@5· uses extra data· 2022-04-07
    85.7
    best: 89.1 (UMT-L (ViT-L/16))
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonDiDeMo
    text-to-video R@10· uses extra data· 2022-04-07
    85.7
    best: 94.2 (vid-TLDR (UMT-L))
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonDiDeMo
    text-to-video R@5· uses extra data· 2022-04-07
    78.2
    best: 91.2 (vid-TLDR (UMT-L))
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonDiDeMo
    video-to-text R@1· uses extra data· 2022-04-07
    54.8
    best: 71.9 (InternVideo2-6B)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonDiDeMo
    video-to-text R@10· uses extra data· 2022-04-07
    87.2
    best: 93.8 (vid-TLDR (UMT-L))
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonDiDeMo
    video-to-text R@5· uses extra data· 2022-04-07
    79.9
    best: 89.8 (vid-TLDR (UMT-L))
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonLSMDC
    video-to-text Mean Rank· uses extra data· 2022-04-07
    48.9
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonActivityNet
    text-to-video R@1· uses extra data· 2022-04-07
    57.3
    best: 74.1 (InternVideo2-6B)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonActivityNet
    text-to-video R@10· uses extra data· 2022-04-07
    93.1
    best: 96.1 (GRAM)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonActivityNet
    text-to-video R@5· uses extra data· 2022-04-07
    84.8
    best: 90.9 (VAST)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonActivityNet
    video-to-text Mean Rank· uses extra data· 2022-04-07
    3.4
    best: 6.7 (DiffusionRet+QB-Norm)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonActivityNet
    video-to-text Median Rank· uses extra data· 2022-04-07
    1
    best: 2 (DiffusionRet+QB-Norm)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonActivityNet
    video-to-text R@1· uses extra data· 2022-04-07
    57.7
    best: 69.7 (InternVideo2-6B)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonActivityNet
    video-to-text R@10· uses extra data· 2022-04-07
    93.9
    best: 95.4 (GRAM)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonActivityNet
    video-to-text R@5· uses extra data· 2022-04-07
    85.7
    best: 89.1 (UMT-L (ViT-L/16))
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonDiDeMo
    text-to-video R@10· uses extra data· 2022-04-07
    85.7
    best: 94.2 (vid-TLDR (UMT-L))
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonDiDeMo
    text-to-video R@5· uses extra data· 2022-04-07
    78.2
    best: 91.2 (vid-TLDR (UMT-L))
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonDiDeMo
    video-to-text R@1· uses extra data· 2022-04-07
    54.8
    best: 71.9 (InternVideo2-6B)
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonDiDeMo
    video-to-text R@10· uses extra data· 2022-04-07
    87.2
    best: 93.8 (vid-TLDR (UMT-L))
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonDiDeMo
    video-to-text R@5· uses extra data· 2022-04-07
    79.9
    best: 89.8 (vid-TLDR (UMT-L))
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonLSMDC
    video-to-text Mean Rank· uses extra data· 2022-04-07
    48.9
    SOTA
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSR-VTT-1kA
    text-to-video R@1· uses extra data· 2022-04-07
    55
    best: 62.9 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSR-VTT-1kA
    video-to-text Mean Rank· uses extra data· 2022-04-07
    7.7
    best: 10.2 (CenterCLIP (ViT-B/16))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSR-VTT-1kA
    video-to-text Median Rank· uses extra data· 2022-04-07
    1
    best: 5 (CLIP)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSR-VTT-1kA
    video-to-text R@1· uses extra data· 2022-04-07
    55.5
    best: 64.8 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSR-VTT-1kA
    video-to-text R@10· uses extra data· 2022-04-07
    85.8
    best: 91.1 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSR-VTT-1kA
    video-to-text R@5· uses extra data· 2022-04-07
    78.4
    best: 783 (PIDRo)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonActivityNet
    text-to-video Mean Rank· uses extra data· 2022-04-07
    4
    best: 23.1 (Collaborative Experts)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonActivityNet
    text-to-video Median Rank· uses extra data· 2022-04-07
    1
    best: 6 (Collaborative Experts)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonDiDeMo
    text-to-video Mean Rank· uses extra data· 2022-04-07
    11.1
    best: 43.7 (Collaborative Experts)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonDiDeMo
    text-to-video Median Rank· uses extra data· 2022-04-07
    1
    best: 8.3 (Collaborative Experts)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonDiDeMo
    text-to-video R@1· uses extra data· 2022-04-07
    52.1
    best: 74.2 (InternVideo2-6B)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonDiDeMo
    video-to-text Mean Rank· uses extra data· 2022-04-07
    7.1
    best: 39.6 (PO Loss)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonDiDeMo
    video-to-text Median Rank· uses extra data· 2022-04-07
    1
    best: 8 (PO Loss)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonLSMDC
    text-to-video Mean Rank· uses extra data· 2022-04-07
    56.4
    best: 58 (CLIP4Clip)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonLSMDC
    text-to-video Median Rank· uses extra data· 2022-04-07
    7
    best: 56.5 (CLIP)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonLSMDC
    text-to-video R@1· uses extra data· 2022-04-07
    29.7
    best: 46.4 (InternVideo2-6B)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonLSMDC
    text-to-video R@10· uses extra data· 2022-04-07
    55.4
    best: 92.8 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonLSMDC
    text-to-video R@5· uses extra data· 2022-04-07
    46.4
    best: 80.1 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonLSMDC
    video-to-text Median Rank· uses extra data· 2022-04-07
    7
    best: 73 (CLIP)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonLSMDC
    video-to-text R@1· uses extra data· 2022-04-07
    30.1
    best: 46.7 (InternVideo2-6B)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonLSMDC
    video-to-text R@10· uses extra data· 2022-04-07
    55.7
    best: 91.8 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonLSMDC
    video-to-text R@5· uses extra data· 2022-04-07
    47.5
    best: 71.8 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSVD
    text-to-video Mean Rank· uses extra data· 2022-04-07
    7.8
    best: 23.1 (Collaborative Experts)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSVD
    text-to-video Median Rank· uses extra data· 2022-04-07
    1
    best: 6 (SSML)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSVD
    text-to-video R@1· uses extra data· 2022-04-07
    58.2
    best: 61.4 (InternVideo2-6B)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSVD
    text-to-video R@10· uses extra data· 2022-04-07
    90.1
    best: 90.3 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSVD
    text-to-video R@5· uses extra data· 2022-04-07
    83.5
    best: 87.6 (CAMoE)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSVD
    video-to-text Mean Rank· uses extra data· 2022-04-07
    3.8
    best: 7.6 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSVD
    video-to-text Median Rank· uses extra data· 2022-04-07
    1
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSVD
    video-to-text R@1· uses extra data· 2022-04-07
    69.1
    best: 85.2 (InternVideo2-6B)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSVD
    video-to-text R@10· uses extra data· 2022-04-07
    95
    best: 97.1 (PAU)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • VideoonMSVD
    video-to-text R@5· uses extra data· 2022-04-07
    91.5
    best: 94.5 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSR-VTT-1kA
    text-to-video R@1· uses extra data· 2022-04-07
    55
    best: 62.9 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSR-VTT-1kA
    video-to-text Mean Rank· uses extra data· 2022-04-07
    7.7
    best: 10.2 (CenterCLIP (ViT-B/16))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSR-VTT-1kA
    video-to-text Median Rank· uses extra data· 2022-04-07
    1
    best: 5 (CLIP)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSR-VTT-1kA
    video-to-text R@1· uses extra data· 2022-04-07
    55.5
    best: 64.8 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSR-VTT-1kA
    video-to-text R@10· uses extra data· 2022-04-07
    85.8
    best: 91.1 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSR-VTT-1kA
    video-to-text R@5· uses extra data· 2022-04-07
    78.4
    best: 783 (PIDRo)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonActivityNet
    text-to-video Mean Rank· uses extra data· 2022-04-07
    4
    best: 23.1 (Collaborative Experts)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonActivityNet
    text-to-video Median Rank· uses extra data· 2022-04-07
    1
    best: 6 (Collaborative Experts)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonDiDeMo
    text-to-video Mean Rank· uses extra data· 2022-04-07
    11.1
    best: 43.7 (Collaborative Experts)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonDiDeMo
    text-to-video Median Rank· uses extra data· 2022-04-07
    1
    best: 8.3 (Collaborative Experts)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonDiDeMo
    text-to-video R@1· uses extra data· 2022-04-07
    52.1
    best: 74.2 (InternVideo2-6B)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonDiDeMo
    video-to-text Mean Rank· uses extra data· 2022-04-07
    7.1
    best: 39.6 (PO Loss)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonDiDeMo
    video-to-text Median Rank· uses extra data· 2022-04-07
    1
    best: 8 (PO Loss)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonLSMDC
    text-to-video Mean Rank· uses extra data· 2022-04-07
    56.4
    best: 58 (CLIP4Clip)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonLSMDC
    text-to-video Median Rank· uses extra data· 2022-04-07
    7
    best: 56.5 (CLIP)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonLSMDC
    text-to-video R@1· uses extra data· 2022-04-07
    29.7
    best: 46.4 (InternVideo2-6B)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonLSMDC
    text-to-video R@10· uses extra data· 2022-04-07
    55.4
    best: 92.8 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonLSMDC
    text-to-video R@5· uses extra data· 2022-04-07
    46.4
    best: 80.1 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonLSMDC
    video-to-text Median Rank· uses extra data· 2022-04-07
    7
    best: 73 (CLIP)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonLSMDC
    video-to-text R@1· uses extra data· 2022-04-07
    30.1
    best: 46.7 (InternVideo2-6B)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonLSMDC
    video-to-text R@10· uses extra data· 2022-04-07
    55.7
    best: 91.8 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonLSMDC
    video-to-text R@5· uses extra data· 2022-04-07
    47.5
    best: 71.8 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSVD
    text-to-video Mean Rank· uses extra data· 2022-04-07
    7.8
    best: 23.1 (Collaborative Experts)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSVD
    text-to-video Median Rank· uses extra data· 2022-04-07
    1
    best: 6 (SSML)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSVD
    text-to-video R@1· uses extra data· 2022-04-07
    58.2
    best: 61.4 (InternVideo2-6B)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSVD
    text-to-video R@10· uses extra data· 2022-04-07
    90.1
    best: 90.3 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSVD
    text-to-video R@5· uses extra data· 2022-04-07
    83.5
    best: 87.6 (CAMoE)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSVD
    video-to-text Mean Rank· uses extra data· 2022-04-07
    3.8
    best: 7.6 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSVD
    video-to-text Median Rank· uses extra data· 2022-04-07
    1
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSVD
    video-to-text R@1· uses extra data· 2022-04-07
    69.1
    best: 85.2 (InternVideo2-6B)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSVD
    video-to-text R@10· uses extra data· 2022-04-07
    95
    best: 97.1 (PAU)
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382
  • Video RetrievalonMSVD
    video-to-text R@5· uses extra data· 2022-04-07
    91.5
    best: 94.5 (HunYuan_tvr (huge))
    Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level RepresentationsarXiv:2204.03382