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Models/MoViNet-A1

MoViNet-A1

Reported on 10 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
    63.5
    best: 85.9 (InternVideo2-6B)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonMiT
    Top 1 Accuracy· 2021-03-21
    32
    best: 53.1 (OmniVec2)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonKinetics-400
    Acc@1· 2021-03-21
    72.7
    best: 93.6 (OmniVec2)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonKinetics-400
    Acc@5· 2021-03-21
    91.2
    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
    76
    best: 91.9 (InternVideo2-6B)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511
  • VideoonKinetics-600
    Top-5 Accuracy· 2021-03-21
    92.6
    best: 98.9 (TubeVit-H)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511

Robots2 results

  • Activity RecognitiononSomething-Something V2
    Top-1 Accuracy· 2021-03-21
    62.7
    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
    89
    best: 96.3 (DejaVid)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511

Time Series2 results

  • Action RecognitiononSomething-Something V2
    Top-1 Accuracy· 2021-03-21
    62.7
    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
    89
    best: 96.3 (DejaVid)
    MoViNets: Mobile Video Networks for Efficient Video RecognitionarXiv:2103.11511