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Models/Hierarchical Action Classification (RGB + Pose)

Hierarchical Action Classification (RGB + Pose)

Reported on 12 benchmarks across 8 tasks · 1 paper · 12 SOTA

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

Time Series4 results

Action DetectiononN-UCLA
Accuracy· 2020-07-30
93.99
best: 99.1 (DSCNet (RGB + Pose))
SOTA
Hierarchical Action Classification with Network Pruning arXiv:2007.15244
Action RecognitiononNTU RGB+D
Accuracy (CS)· 2020-07-30
95.66
best: 97.4 (DSCNet (RGB + Pose))
SOTA
Hierarchical Action Classification with Network Pruning arXiv:2007.15244
Action RecognitiononNTU RGB+D
Accuracy (CV)· 2020-07-30
98.79
best: 99.6 (PoseC3D (RGB + Pose))
SOTA
Hierarchical Action Classification with Network Pruning arXiv:2007.15244
Action RecognitiononN-UCLA
Accuracy· 2020-07-30
93.99
best: 99.1 (DSCNet (RGB + Pose))
SOTA
Hierarchical Action Classification with Network Pruning arXiv:2007.15244

Computer Vision3 results

VideoonN-UCLA
Accuracy· 2020-07-30
93.99
best: 99.1 (DSCNet (RGB + Pose))
SOTA
Hierarchical Action Classification with Network Pruning arXiv:2007.15244
Temporal Action LocalizationonN-UCLA
Accuracy· 2020-07-30
93.99
best: 99.1 (DSCNet (RGB + Pose))
SOTA
Hierarchical Action Classification with Network Pruning arXiv:2007.15244
Action LocalizationonN-UCLA
Accuracy· 2020-07-30
93.99
best: 99.1 (DSCNet (RGB + Pose))
SOTA
Hierarchical Action Classification with Network Pruning arXiv:2007.15244

Robots3 results

Activity RecognitiononNTU RGB+D
Accuracy (CS)· 2020-07-30
95.66
best: 97.4 (DSCNet (RGB + Pose))
SOTA
Hierarchical Action Classification with Network Pruning arXiv:2007.15244
Activity RecognitiononNTU RGB+D
Accuracy (CV)· 2020-07-30
98.79
best: 99.6 (PoseC3D (RGB + Pose))
SOTA
Hierarchical Action Classification with Network Pruning arXiv:2007.15244
Activity RecognitiononN-UCLA
Accuracy· 2020-07-30
93.99
best: 99.1 (DSCNet (RGB + Pose))
SOTA
Hierarchical Action Classification with Network Pruning arXiv:2007.15244

Methodology1 result

Zero-Shot LearningonN-UCLA
Accuracy· 2020-07-30
93.99
best: 99.1 (DSCNet (RGB + Pose))
SOTA
Hierarchical Action Classification with Network Pruning arXiv:2007.15244

Natural Language Processing1 result

3D Action RecognitiononN-UCLA
Accuracy· 2020-07-30
93.99
best: 99.1 (DSCNet (RGB + Pose))
SOTA
Hierarchical Action Classification with Network Pruning arXiv:2007.15244