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Models/STM (16 frames, ImageNet pretraining)

STM (16 frames, ImageNet pretraining)

Reported on 9 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Computer Vision3 results

  • Action Recognition In VideosonSomething-Something V1
    Top 1 Accuracy· 2019-08-07
    50.7
    SOTA
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486
  • Action Recognition In VideosonSomething-Something V2
    Top-1 Accuracy· 2019-08-07
    64.2
    SOTA
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486
  • Action Recognition In VideosonSomething-Something V2
    Top-5 Accuracy· 2019-08-07
    89.8
    SOTA
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486

Robots3 results

  • Activity RecognitiononSomething-Something V1
    Top 1 Accuracy· 2019-08-07
    50.7
    best: 70 (InternVideo)
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486
  • Activity RecognitiononSomething-Something V2
    Top-1 Accuracy· 2019-08-07
    64.2
    best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486
  • Activity RecognitiononSomething-Something V2
    Top-5 Accuracy· 2019-08-07
    89.8
    best: 96.3 (DejaVid)
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486

Time Series3 results

  • Action RecognitiononSomething-Something V1
    Top 1 Accuracy· 2019-08-07
    50.7
    best: 70 (InternVideo)
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486
  • Action RecognitiononSomething-Something V2
    Top-1 Accuracy· 2019-08-07
    64.2
    best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486
  • Action RecognitiononSomething-Something V2
    Top-5 Accuracy· 2019-08-07
    89.8
    best: 96.3 (DejaVid)
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486