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Models/RE-TCN

RE-TCN

Reported on 28 benchmarks across 10 tasks · 1 paper · 24 SOTA

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

Computer Vision13 results

VideoonSHREC 2017 track on 3D Hand Gesture Recognition
14 gestures accuracy· 2025-03-29
99.85
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
VideoonSHREC 2017 track on 3D Hand Gesture Recognition
28 gestures accuracy· 2025-03-29
99.95
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
VideoonSHREC 2017 track on 3D Hand Gesture Recognition
No. Parameters· 2025-03-29
1.25
best: 1.75 (HT-ConvNet)
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Temporal Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
14 gestures accuracy· 2025-03-29
99.85
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Temporal Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
28 gestures accuracy· 2025-03-29
99.95
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Temporal Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
No. Parameters· 2025-03-29
1.25
best: 1.75 (HT-ConvNet)
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
14 gestures accuracy· 2025-03-29
99.85
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
28 gestures accuracy· 2025-03-29
99.95
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Action LocalizationonSHREC 2017 track on 3D Hand Gesture Recognition
No. Parameters· 2025-03-29
1.25
best: 1.75 (HT-ConvNet)
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
HandonDHG-28
Accuracy· 2025-03-29
88.21
best: 93.57 (DSTSA-GCN)
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
HandonDHG-14
Accuracy· 2025-03-29
91.31
best: 95.83 (e2eET)
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Gesture RecognitiononDHG-28
Accuracy· 2025-03-29
88.21
best: 93.57 (DSTSA-GCN)
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Gesture RecognitiononDHG-14
Accuracy· 2025-03-29
91.31
best: 95.83 (e2eET)
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214

Time Series6 results

Action DetectiononSHREC 2017 track on 3D Hand Gesture Recognition
14 gestures accuracy· 2025-03-29
99.85
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Action DetectiononSHREC 2017 track on 3D Hand Gesture Recognition
28 gestures accuracy· 2025-03-29
99.95
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Action DetectiononSHREC 2017 track on 3D Hand Gesture Recognition
No. Parameters· 2025-03-29
1.25
best: 1.75 (HT-ConvNet)
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
14 gestures accuracy· 2025-03-29
99.85
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
28 gestures accuracy· 2025-03-29
99.95
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
No. Parameters· 2025-03-29
1.25
best: 1.75 (HT-ConvNet)
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214

Methodology3 results

Zero-Shot LearningonSHREC 2017 track on 3D Hand Gesture Recognition
14 gestures accuracy· 2025-03-29
99.85
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Zero-Shot LearningonSHREC 2017 track on 3D Hand Gesture Recognition
28 gestures accuracy· 2025-03-29
99.95
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Zero-Shot LearningonSHREC 2017 track on 3D Hand Gesture Recognition
No. Parameters· 2025-03-29
1.25
best: 1.75 (HT-ConvNet)
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214

Robots3 results

Activity RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
14 gestures accuracy· 2025-03-29
99.85
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Activity RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
28 gestures accuracy· 2025-03-29
99.95
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
Activity RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
No. Parameters· 2025-03-29
1.25
best: 1.75 (HT-ConvNet)
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214

Natural Language Processing3 results

3D Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
14 gestures accuracy· 2025-03-29
99.85
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
3D Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
28 gestures accuracy· 2025-03-29
99.95
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214
3D Action RecognitiononSHREC 2017 track on 3D Hand Gesture Recognition
No. Parameters· 2025-03-29
1.25
best: 1.75 (HT-ConvNet)
SOTA
Action Recognition in Real-World Ambient Assisted Living Environment arXiv:2503.23214