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Models/MMT-Pretrained

MMT-Pretrained

Reported on 28 benchmarks across 2 tasks · 1 paper · 18 SOTA

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

Computer Vision28 results

  • VideoonMSR-VTT-1kA
    text-to-video R@1· uses extra data· 2020-07-21
    26.6
    best: 62.9 (HunYuan_tvr (huge))
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonMSR-VTT-1kA
    text-to-video R@10· uses extra data· 2020-07-21
    69.6
    best: 90.8 (HunYuan_tvr (huge))
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonMSR-VTT-1kA
    text-to-video R@5· uses extra data· 2020-07-21
    57.1
    best: 84.5 (HunYuan_tvr (huge))
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonActivityNet
    text-to-video R@1· uses extra data· 2020-07-21
    28.7
    best: 74.1 (InternVideo2-6B)
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonActivityNet
    text-to-video R@5· uses extra data· 2020-07-21
    61.4
    best: 90.9 (VAST)
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonActivityNet
    text-to-video R@50· uses extra data· 2020-07-21
    94.5
    best: 98.2 (CLIP4Clip)
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonLSMDC
    text-to-video R@1· uses extra data· 2020-07-21
    13.5
    best: 46.4 (InternVideo2-6B)
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonLSMDC
    text-to-video R@10· uses extra data· 2020-07-21
    40.1
    best: 92.8 (HunYuan_tvr (huge))
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonLSMDC
    text-to-video R@5· uses extra data· 2020-07-21
    29.9
    best: 80.1 (HunYuan_tvr (huge))
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonMSR-VTT-1kA
    text-to-video R@1· uses extra data· 2020-07-21
    26.6
    best: 62.9 (HunYuan_tvr (huge))
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonMSR-VTT-1kA
    text-to-video R@10· uses extra data· 2020-07-21
    69.6
    best: 90.8 (HunYuan_tvr (huge))
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonMSR-VTT-1kA
    text-to-video R@5· uses extra data· 2020-07-21
    57.1
    best: 84.5 (HunYuan_tvr (huge))
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonActivityNet
    text-to-video R@1· uses extra data· 2020-07-21
    28.7
    best: 74.1 (InternVideo2-6B)
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonActivityNet
    text-to-video R@5· uses extra data· 2020-07-21
    61.4
    best: 90.9 (VAST)
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonActivityNet
    text-to-video R@50· uses extra data· 2020-07-21
    94.5
    best: 98.2 (CLIP4Clip)
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonLSMDC
    text-to-video R@1· uses extra data· 2020-07-21
    13.5
    best: 46.4 (InternVideo2-6B)
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonLSMDC
    text-to-video R@10· uses extra data· 2020-07-21
    40.1
    best: 92.8 (HunYuan_tvr (huge))
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonLSMDC
    text-to-video R@5· uses extra data· 2020-07-21
    29.9
    best: 80.1 (HunYuan_tvr (huge))
    SOTA
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonMSR-VTT-1kA
    text-to-video Mean Rank· uses extra data· 2020-07-21
    24
    best: 28.2 (Collaborative Experts)
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonMSR-VTT-1kA
    text-to-video Median Rank· uses extra data· 2020-07-21
    4
    best: 13 (JSFusion)
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonActivityNet
    text-to-video Mean Rank· uses extra data· 2020-07-21
    16
    best: 23.1 (Collaborative Experts)
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonActivityNet
    text-to-video Median Rank· uses extra data· 2020-07-21
    3.3
    best: 6 (Collaborative Experts)
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • VideoonLSMDC
    text-to-video Median Rank· uses extra data· 2020-07-21
    19.3
    best: 56.5 (CLIP)
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonMSR-VTT-1kA
    text-to-video Mean Rank· uses extra data· 2020-07-21
    24
    best: 28.2 (Collaborative Experts)
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonMSR-VTT-1kA
    text-to-video Median Rank· uses extra data· 2020-07-21
    4
    best: 13 (JSFusion)
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonActivityNet
    text-to-video Mean Rank· uses extra data· 2020-07-21
    16
    best: 23.1 (Collaborative Experts)
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonActivityNet
    text-to-video Median Rank· uses extra data· 2020-07-21
    3.3
    best: 6 (Collaborative Experts)
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639
  • Video RetrievalonLSMDC
    text-to-video Median Rank· uses extra data· 2020-07-21
    19.3
    best: 56.5 (CLIP)
    Multi-modal Transformer for Video RetrievalarXiv:2007.10639