UMDR (RGB-D)

Reported on 4 benchmarks across 2 tasks · 1 paper

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

Robots2 results

Activity RecognitiononNTU RGB+D
Accuracy (CS)· 2022-11-16
96.2
best: 97.4 (DSCNet (RGB + Pose))
A Unified Multimodal De- and Re-coupling Framework for RGB-D Motion Recognition arXiv:2211.09146
Activity RecognitiononNTU RGB+D
Accuracy (CV)· 2022-11-16
98
best: 99.6 (PoseC3D (RGB + Pose))
A Unified Multimodal De- and Re-coupling Framework for RGB-D Motion Recognition arXiv:2211.09146

Time Series2 results

Action RecognitiononNTU RGB+D
Accuracy (CS)· 2022-11-16
96.2
best: 97.4 (DSCNet (RGB + Pose))
A Unified Multimodal De- and Re-coupling Framework for RGB-D Motion Recognition arXiv:2211.09146
Action RecognitiononNTU RGB+D
Accuracy (CV)· 2022-11-16
98
best: 99.6 (PoseC3D (RGB + Pose))
A Unified Multimodal De- and Re-coupling Framework for RGB-D Motion Recognition arXiv:2211.09146