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Models/STA-Res-TCN

STA-Res-TCN

Reported on 24 benchmarks across 8 tasks

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

Computer Vision9 results

  • VideoonSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    93.6
    best: 99.85 (RE-TCN)
  • VideoonSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    90.7
    best: 99.95 (RE-TCN)
  • VideoonSHREC 2017 track on 3D Hand Gesture Recognition
    Speed (FPS)
    161
    best: 361 (MFA-Net)
  • Temporal Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    93.6
    best: 99.85 (RE-TCN)
  • Temporal Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    90.7
    best: 99.95 (RE-TCN)
  • Temporal Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
    Speed (FPS)
    161
    best: 361 (MFA-Net)
  • Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    93.6
    best: 99.85 (RE-TCN)
  • Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    90.7
    best: 99.95 (RE-TCN)
  • Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
    Speed (FPS)
    161
    best: 361 (MFA-Net)

Time Series6 results

  • Action DetectiononSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    93.6
    best: 99.85 (RE-TCN)
  • Action DetectiononSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    90.7
    best: 99.95 (RE-TCN)
  • Action DetectiononSHREC 2017 track on 3D Hand Gesture Recognition
    Speed (FPS)
    161
    best: 361 (MFA-Net)
  • Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    93.6
    best: 99.85 (RE-TCN)
  • Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    90.7
    best: 99.95 (RE-TCN)
  • Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    Speed (FPS)
    161
    best: 361 (MFA-Net)

Methodology3 results

  • Zero-Shot LearningonSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    93.6
    best: 99.85 (RE-TCN)
  • Zero-Shot LearningonSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    90.7
    best: 99.95 (RE-TCN)
  • Zero-Shot LearningonSHREC 2017 track on 3D Hand Gesture Recognition
    Speed (FPS)
    161
    best: 361 (MFA-Net)

Robots3 results

  • Activity RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    93.6
    best: 99.85 (RE-TCN)
  • Activity RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    90.7
    best: 99.95 (RE-TCN)
  • Activity RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    Speed (FPS)
    161
    best: 361 (MFA-Net)

Natural Language Processing3 results

  • 3D Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    93.6
    best: 99.85 (RE-TCN)
  • 3D Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    90.7
    best: 99.95 (RE-TCN)
  • 3D Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    Speed (FPS)
    161
    best: 361 (MFA-Net)