Fig. 9

MPJPE comparison on Human3.6M for Taking Photo, Waiting, and Walking Dog at varying prediction horizons. Our proposed method consistently achieves lower errors across all horizons, demonstrating its effectiveness in modeling complex human motion under different activity conditions.