SkeletonAgent: An Agentic Interaction Framework for Skeleton-based Action Recognition

Benchmark Model Rank Results
skeleton-based-action-recognition-on-kinetics-skeletonSkeletonAgent (6-ensemble)#1Accuracy: 53.6
skeleton-based-action-recognition-on-kinetics-skeletonSkeletonAgent (4-ensemble)#2Accuracy: 53.0
skeleton-based-action-recognition-on-kinetics-skeletonSkeletonAgent (2-ensemble)#3Accuracy: 52.2
skeleton-based-action-recognition-on-uav-humanSkeletonAgent#1CSv1(%): 52.1CSv2(%): 78.1
video-classification-on-finegym-gym99SkeletonAgent#1Top-1 Accuracy: 96.5
skeleton-based-action-recognition-on-ntu-rgbd-120SkeletonAgent#4Accuracy (Cross-Subject): 91.7Accuracy (Cross-Setup): 93.1…
skeleton-based-action-recognition-on-ntu-rgbd-60SkeletonAgent#4Accuracy (CS): 94.5Accuracy (CV): 98.2Ensembled Modalities: 6