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/MoViNet-A6

MoViNet-A6

Reported on 12 benchmarks across 3 tasks · 2 papers · 10 SOTA

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

Computer Vision7 results

  • VideoonKinetics-700
    Top-1 Accuracy· 2021-03-21
    72.3
    best: 85.9 (InternVideo2-6B)
    SOTA
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonCharades
    MAP· 2021-03-21
    63.2
    best: 66.3 (TokenLearner)
    SOTA
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonMiT
    Top 1 Accuracy· 2021-03-21
    40.2
    best: 53.1 (OmniVec2)
    SOTA
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonKinetics-600
    Top-5 Accuracy· 2021-03-21
    96.5
    best: 98.9 (TubeVit-H)
    SOTA
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonKinetics-700
    Top-1 Accuracy· 2021-12-02
    79.4
    best: 85.9 (InternVideo2-6B)
    MViTv2: Improved Multiscale Vision Transformers for Classification and DetectionarXiv:2112.01526
  • VideoonKinetics-400
    Acc@1· 2021-03-21
    81.5
    best: 93.6 (OmniVec2)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonKinetics-600
    Top-1 Accuracy· 2021-03-21
    83.5
    best: 91.9 (InternVideo2-6B)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511

Robots3 results

  • Activity RecognitiononEPIC-KITCHENS-100
    Action@1· 2021-03-21
    47.7
    best: 58.3 (LLaVAction)
    SOTA
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • Activity RecognitiononEPIC-KITCHENS-100
    Noun@1· 2021-03-21
    57.3
    best: 69 (LLaVAction)
    SOTA
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • Activity RecognitiononEPIC-KITCHENS-100
    Verb@1· 2021-03-21
    72.2
    best: 76.2 (TIM)
    SOTA
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511

Time Series3 results

  • Action RecognitiononEPIC-KITCHENS-100
    Action@1· 2021-03-21
    47.7
    best: 58.3 (LLaVAction)
    SOTA
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • Action RecognitiononEPIC-KITCHENS-100
    Noun@1· 2021-03-21
    57.3
    best: 69 (LLaVAction)
    SOTA
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • Action RecognitiononEPIC-KITCHENS-100
    Verb@1· 2021-03-21
    72.2
    best: 76.2 (TIM)
    SOTA
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511