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Models/SELFYNet-TSM-R50En (8+16 frames, ImageNet pretrained, a single clip)

SELFYNet-TSM-R50En (8+16 frames, ImageNet pretrained, a single clip)

Reported on 8 benchmarks across 2 tasks · 1 paper

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

Robots4 results

  • Activity RecognitiononSomething-Something V1
    Top 1 Accuracy· uses extra data· 2021-02-14
    55.8
    best: 70 (InternVideo)
    Learning Self-Similarity in Space and Time as Generalized Motion for Video Action RecognitionarXiv:2102.07092
  • Activity RecognitiononSomething-Something V1
    Top 5 Accuracy· uses extra data· 2021-02-14
    83.9
    best: 91.9 (VideoMAE V2-g)
    Learning Self-Similarity in Space and Time as Generalized Motion for Video Action RecognitionarXiv:2102.07092
  • Activity RecognitiononSomething-Something V2
    Top-1 Accuracy· uses extra data· 2021-02-14
    67.4
    best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
    Learning Self-Similarity in Space and Time as Generalized Motion for Video Action RecognitionarXiv:2102.07092
  • Activity RecognitiononSomething-Something V2
    Top-5 Accuracy· uses extra data· 2021-02-14
    91
    best: 96.3 (DejaVid)
    Learning Self-Similarity in Space and Time as Generalized Motion for Video Action RecognitionarXiv:2102.07092

Time Series4 results

  • Action RecognitiononSomething-Something V1
    Top 1 Accuracy· uses extra data· 2021-02-14
    55.8
    best: 70 (InternVideo)
    Learning Self-Similarity in Space and Time as Generalized Motion for Video Action RecognitionarXiv:2102.07092
  • Action RecognitiononSomething-Something V1
    Top 5 Accuracy· uses extra data· 2021-02-14
    83.9
    best: 91.9 (VideoMAE V2-g)
    Learning Self-Similarity in Space and Time as Generalized Motion for Video Action RecognitionarXiv:2102.07092
  • Action RecognitiononSomething-Something V2
    Top-1 Accuracy· uses extra data· 2021-02-14
    67.4
    best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
    Learning Self-Similarity in Space and Time as Generalized Motion for Video Action RecognitionarXiv:2102.07092
  • Action RecognitiononSomething-Something V2
    Top-5 Accuracy· uses extra data· 2021-02-14
    91
    best: 96.3 (DejaVid)
    Learning Self-Similarity in Space and Time as Generalized Motion for Video Action RecognitionarXiv:2102.07092