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Models/PAN ResNet101 (RGB only, no Flow)

PAN ResNet101 (RGB only, no Flow)

Reported on 10 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Robots5 results

  • Activity RecognitiononJester (Gesture Recognition)
    Val· 2020-08-08
    97.4
    best: 98.15 (DirecFormer)
    SOTA
    PAN: Towards Fast Action Recognition via Learning Persistence of AppearancearXiv:2008.03462
  • Activity RecognitiononSomething-Something V1
    Top 1 Accuracy· 2020-08-08
    55.3
    best: 70 (InternVideo)
    SOTA
    PAN: Towards Fast Action Recognition via Learning Persistence of AppearancearXiv:2008.03462
  • Activity RecognitiononSomething-Something V1
    Top 5 Accuracy· 2020-08-08
    82.8
    best: 91.9 (VideoMAE V2-g)
    PAN: Towards Fast Action Recognition via Learning Persistence of AppearancearXiv:2008.03462
  • Activity RecognitiononSomething-Something V2
    Top-1 Accuracy· uses extra data· 2020-08-08
    66.5
    best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
    PAN: Towards Fast Action Recognition via Learning Persistence of AppearancearXiv:2008.03462
  • Activity RecognitiononSomething-Something V2
    Top-5 Accuracy· uses extra data· 2020-08-08
    90.6
    best: 96.3 (DejaVid)
    PAN: Towards Fast Action Recognition via Learning Persistence of AppearancearXiv:2008.03462

Time Series5 results

  • Action RecognitiononJester (Gesture Recognition)
    Val· 2020-08-08
    97.4
    best: 98.15 (DirecFormer)
    SOTA
    PAN: Towards Fast Action Recognition via Learning Persistence of AppearancearXiv:2008.03462
  • Action RecognitiononSomething-Something V1
    Top 1 Accuracy· 2020-08-08
    55.3
    best: 70 (InternVideo)
    SOTA
    PAN: Towards Fast Action Recognition via Learning Persistence of AppearancearXiv:2008.03462
  • Action RecognitiononSomething-Something V1
    Top 5 Accuracy· 2020-08-08
    82.8
    best: 91.9 (VideoMAE V2-g)
    PAN: Towards Fast Action Recognition via Learning Persistence of AppearancearXiv:2008.03462
  • Action RecognitiononSomething-Something V2
    Top-1 Accuracy· uses extra data· 2020-08-08
    66.5
    best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
    PAN: Towards Fast Action Recognition via Learning Persistence of AppearancearXiv:2008.03462
  • Action RecognitiononSomething-Something V2
    Top-5 Accuracy· uses extra data· 2020-08-08
    90.6
    best: 96.3 (DejaVid)
    PAN: Towards Fast Action Recognition via Learning Persistence of AppearancearXiv:2008.03462