Skelemotion + Yang et al. (skeleton only)

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 120
Accuracy (Cross-Setup)· 2019-07-30
66.9
best: 96.7 (DSCNet (RGB + Pose))
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition arXiv:1907.13025
Activity RecognitiononNTU RGB+D 120
Accuracy (Cross-Subject)· 2019-07-30
67.7
best: 95.6 (DSCNet (RGB + Pose))
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition arXiv:1907.13025

Time Series2 results

Action RecognitiononNTU RGB+D 120
Accuracy (Cross-Setup)· 2019-07-30
66.9
best: 96.7 (DSCNet (RGB + Pose))
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition arXiv:1907.13025
Action RecognitiononNTU RGB+D 120
Accuracy (Cross-Subject)· 2019-07-30
67.7
best: 95.6 (DSCNet (RGB + Pose))
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition arXiv:1907.13025