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Models/2-Stream TRN

2-Stream TRN

Reported on 9 benchmarks across 3 tasks · 1 paper · 7 SOTA

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

Robots4 results

  • Activity RecognitiononSomething-Something V2
    Top-1 Accuracy· 2017-11-22
    55.52
    best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
    SOTA
    Temporal Relational Reasoning in VideosarXiv:1711.08496
  • Activity RecognitiononSomething-Something V2
    Top-5 Accuracy· 2017-11-22
    83.06
    best: 96.3 (DejaVid)
    SOTA
    Temporal Relational Reasoning in VideosarXiv:1711.08496
  • Activity RecognitiononSomething-Something V1
    Top 1 Accuracy· 2017-11-22
    42.01
    best: 70 (InternVideo)
    Temporal Relational Reasoning in VideosarXiv:1711.08496
  • Activity RecognitiononSomething-Something V1
    Top 1 Accuracy· 2017-11-22
    42.01
    best: 70 (InternVideo)
    Temporal Relational Reasoning in VideosarXiv:1711.08496

Time Series4 results

  • Action RecognitiononSomething-Something V2
    Top-1 Accuracy· 2017-11-22
    55.52
    best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
    SOTA
    Temporal Relational Reasoning in VideosarXiv:1711.08496
  • Action RecognitiononSomething-Something V2
    Top-5 Accuracy· 2017-11-22
    83.06
    best: 96.3 (DejaVid)
    SOTA
    Temporal Relational Reasoning in VideosarXiv:1711.08496
  • Action RecognitiononSomething-Something V1
    Top 1 Accuracy· 2017-11-22
    42.01
    best: 70 (InternVideo)
    Temporal Relational Reasoning in VideosarXiv:1711.08496
  • Action RecognitiononSomething-Something V1
    Top 1 Accuracy· 2017-11-22
    42.01
    best: 70 (InternVideo)
    Temporal Relational Reasoning in VideosarXiv:1711.08496

Computer Vision3 results

  • Action Recognition In VideosonSomething-Something V1
    Top 1 Accuracy· 2017-11-22
    42.01
    best: 50.7 (STM (16 frames, ImageNet pretraining))
    SOTA
    Temporal Relational Reasoning in VideosarXiv:1711.08496
  • Action Recognition In VideosonSomething-Something V2
    Top-1 Accuracy· 2017-11-22
    55.52
    best: 64.2 (STM (16 frames, ImageNet pretraining))
    SOTA
    Temporal Relational Reasoning in VideosarXiv:1711.08496
  • Action Recognition In VideosonSomething-Something V2
    Top-5 Accuracy· 2017-11-22
    83.06
    best: 89.8 (STM (16 frames, ImageNet pretraining))
    SOTA
    Temporal Relational Reasoning in VideosarXiv:1711.08496