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Models/STM (ImageNet+Kinetics pretrain)

STM (ImageNet+Kinetics pretrain)

Reported on 6 benchmarks across 3 tasks · 1 paper · 2 SOTA

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

Computer Vision2 results

  • Action Recognition In VideosonUCF101
    3-fold Accuracy· 2019-08-07
    96.2
    SOTA
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486
  • Action Recognition In VideosonHMDB-51
    Average accuracy of 3 splits· 2019-08-07
    72.2
    SOTA
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486

Robots2 results

  • Activity RecognitiononUCF101
    3-fold Accuracy· 2019-08-07
    96.2
    best: 99.7 (FTP-UniFormerV2-L/14)
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486
  • Activity RecognitiononHMDB-51
    Average accuracy of 3 splits· 2019-08-07
    72.2
    best: 88.7 (VideoMAE V2-g)
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486

Time Series2 results

  • Action RecognitiononUCF101
    3-fold Accuracy· 2019-08-07
    96.2
    best: 99.7 (FTP-UniFormerV2-L/14)
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486
  • Action RecognitiononHMDB-51
    Average accuracy of 3 splits· 2019-08-07
    72.2
    best: 88.7 (VideoMAE V2-g)
    STM: SpatioTemporal and Motion Encoding for Action RecognitionarXiv:1908.02486