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Models/HT-ConvNet

HT-ConvNet

Reported on 56 benchmarks across 8 tasks

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

Computer Vision21 results

  • VideoonJHMDB (2D poses only)
    Accuracy
    86.1
  • VideoonJHMDB (2D poses only)
    Average accuracy of 3 splits
    86.1
  • VideoonJHMDB (2D poses only)
    No. parameters
    1.75
  • VideoonSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    97.1
    best: 99.85 (RE-TCN)
  • VideoonSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    94.3
    best: 99.95 (RE-TCN)
  • VideoonSHREC 2017 track on 3D Hand Gesture Recognition
    No. Parameters
    1.75
  • VideoonJ-HMDB
    Accuracy (pose)
    86.1
  • Temporal Action LocalizationonJHMDB (2D poses only)
    Accuracy
    86.1
  • Temporal Action LocalizationonJHMDB (2D poses only)
    Average accuracy of 3 splits
    86.1
  • Temporal Action LocalizationonJHMDB (2D poses only)
    No. parameters
    1.75
  • Temporal Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    97.1
    best: 99.85 (RE-TCN)
  • Temporal Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    94.3
    best: 99.95 (RE-TCN)
  • Temporal Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
    No. Parameters
    1.75
  • Temporal Action LocalizationonJ-HMDB
    Accuracy (pose)
    86.1
  • Action LocalizationonJHMDB (2D poses only)
    Accuracy
    86.1
  • Action LocalizationonJHMDB (2D poses only)
    Average accuracy of 3 splits
    86.1
  • Action LocalizationonJHMDB (2D poses only)
    No. parameters
    1.75
  • Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    97.1
    best: 99.85 (RE-TCN)
  • Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    94.3
    best: 99.95 (RE-TCN)
  • Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
    No. Parameters
    1.75
  • Action LocalizationonJ-HMDB
    Accuracy (pose)
    86.1

Time Series14 results

  • Action DetectiononJHMDB (2D poses only)
    Accuracy
    86.1
  • Action DetectiononJHMDB (2D poses only)
    Average accuracy of 3 splits
    86.1
  • Action DetectiononJHMDB (2D poses only)
    No. parameters
    1.75
  • Action DetectiononSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    97.1
    best: 99.85 (RE-TCN)
  • Action DetectiononSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    94.3
    best: 99.95 (RE-TCN)
  • Action DetectiononSHREC 2017 track on 3D Hand Gesture Recognition
    No. Parameters
    1.75
  • Action DetectiononJ-HMDB
    Accuracy (pose)
    86.1
  • Action RecognitiononJHMDB (2D poses only)
    Accuracy
    86.1
  • Action RecognitiononJHMDB (2D poses only)
    Average accuracy of 3 splits
    86.1
  • Action RecognitiononJHMDB (2D poses only)
    No. parameters
    1.75
  • Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    97.1
    best: 99.85 (RE-TCN)
  • Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    94.3
    best: 99.95 (RE-TCN)
  • Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    No. Parameters
    1.75
  • Action RecognitiononJ-HMDB
    Accuracy (pose)
    86.1

Methodology7 results

  • Zero-Shot LearningonJHMDB (2D poses only)
    Accuracy
    86.1
  • Zero-Shot LearningonJHMDB (2D poses only)
    Average accuracy of 3 splits
    86.1
  • Zero-Shot LearningonJHMDB (2D poses only)
    No. parameters
    1.75
  • Zero-Shot LearningonSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    97.1
    best: 99.85 (RE-TCN)
  • Zero-Shot LearningonSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    94.3
    best: 99.95 (RE-TCN)
  • Zero-Shot LearningonSHREC 2017 track on 3D Hand Gesture Recognition
    No. Parameters
    1.75
  • Zero-Shot LearningonJ-HMDB
    Accuracy (pose)
    86.1

Robots7 results

  • Activity RecognitiononJHMDB (2D poses only)
    Accuracy
    86.1
  • Activity RecognitiononJHMDB (2D poses only)
    Average accuracy of 3 splits
    86.1
  • Activity RecognitiononJHMDB (2D poses only)
    No. parameters
    1.75
  • Activity RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    97.1
    best: 99.85 (RE-TCN)
  • Activity RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    94.3
    best: 99.95 (RE-TCN)
  • Activity RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    No. Parameters
    1.75
  • Activity RecognitiononJ-HMDB
    Accuracy (pose)
    86.1

Natural Language Processing7 results

  • 3D Action RecognitiononJHMDB (2D poses only)
    Accuracy
    86.1
  • 3D Action RecognitiononJHMDB (2D poses only)
    Average accuracy of 3 splits
    86.1
  • 3D Action RecognitiononJHMDB (2D poses only)
    No. parameters
    1.75
  • 3D Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    14 gestures accuracy
    97.1
    best: 99.85 (RE-TCN)
  • 3D Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    28 gestures accuracy
    94.3
    best: 99.95 (RE-TCN)
  • 3D Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
    No. Parameters
    1.75
  • 3D Action RecognitiononJ-HMDB
    Accuracy (pose)
    86.1