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Models/RL+Tree

RL+Tree

Reported on 10 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Computer Vision10 results

  • Action LocalizationonJIGSAWS
    Edit Distance· 2020-02-20
    88.53
    SOTA
    Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree SearcharXiv:2002.08718
  • Action LocalizationonJIGSAWS
    F1@10· 2020-02-20
    92.68
    SOTA
    Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree SearcharXiv:2002.08718
  • Action LocalizationonJIGSAWS
    F1@25· 2020-02-20
    90.99
    SOTA
    Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree SearcharXiv:2002.08718
  • Action LocalizationonJIGSAWS
    F1@50· 2020-02-20
    83.15
    SOTA
    Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree SearcharXiv:2002.08718
  • Action SegmentationonJIGSAWS
    Edit Distance· 2020-02-20
    88.53
    SOTA
    Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree SearcharXiv:2002.08718
  • Action SegmentationonJIGSAWS
    F1@10· 2020-02-20
    92.68
    SOTA
    Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree SearcharXiv:2002.08718
  • Action SegmentationonJIGSAWS
    F1@25· 2020-02-20
    90.99
    SOTA
    Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree SearcharXiv:2002.08718
  • Action SegmentationonJIGSAWS
    F1@50· 2020-02-20
    83.15
    SOTA
    Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree SearcharXiv:2002.08718
  • Action LocalizationonJIGSAWS
    Accuracy· 2020-02-20
    81.67
    best: 82.9 (TricorNet)
    Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree SearcharXiv:2002.08718
  • Action SegmentationonJIGSAWS
    Accuracy· 2020-02-20
    81.67
    best: 82.9 (TricorNet)
    Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree SearcharXiv:2002.08718