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-A0

MoViNet-A0

Reported on 16 benchmarks across 3 tasks · 1 paper

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

Computer Vision6 results

  • VideoonKinetics-700
    Top-1 Accuracy· 2021-03-21
    58.5
    best: 85.9 (InternVideo2-6B)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonMiT
    Top 1 Accuracy· 2021-03-21
    27.5
    best: 53.1 (OmniVec2)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonKinetics-400
    Acc@1· 2021-03-21
    65.8
    best: 93.6 (OmniVec2)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonKinetics-400
    Acc@5· 2021-03-21
    87.4
    best: 98.9 (TubeViT-H (ImageNet-1k))
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonKinetics-600
    Top-1 Accuracy· 2021-03-21
    71.5
    best: 91.9 (InternVideo2-6B)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonKinetics-600
    Top-5 Accuracy· 2021-03-21
    90.4
    best: 98.9 (TubeVit-H)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511

Robots5 results

  • Activity RecognitiononEPIC-KITCHENS-100
    Action@1· 2021-03-21
    36.8
    best: 58.3 (LLaVAction)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • Activity RecognitiononEPIC-KITCHENS-100
    Noun@1· 2021-03-21
    47.4
    best: 69 (LLaVAction)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • Activity RecognitiononEPIC-KITCHENS-100
    Verb@1· 2021-03-21
    64.8
    best: 76.2 (TIM)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • Activity RecognitiononSomething-Something V2
    Top-1 Accuracy· 2021-03-21
    61.3
    best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • Activity RecognitiononSomething-Something V2
    Top-5 Accuracy· 2021-03-21
    88.2
    best: 96.3 (DejaVid)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511

Time Series5 results

  • Action RecognitiononEPIC-KITCHENS-100
    Action@1· 2021-03-21
    36.8
    best: 58.3 (LLaVAction)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • Action RecognitiononEPIC-KITCHENS-100
    Noun@1· 2021-03-21
    47.4
    best: 69 (LLaVAction)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • Action RecognitiononEPIC-KITCHENS-100
    Verb@1· 2021-03-21
    64.8
    best: 76.2 (TIM)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • Action RecognitiononSomething-Something V2
    Top-1 Accuracy· 2021-03-21
    61.3
    best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • Action RecognitiononSomething-Something V2
    Top-5 Accuracy· 2021-03-21
    88.2
    best: 96.3 (DejaVid)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511