Pedestrian Fall Event Detection in Complex Scenes Based on Attention-Guided Neural Network

Table 2

Performance comparison conducted on the Montreal fall dataset (%).

Algorithms	Average precision
YOLOv1 [8]	96.33
YOLOv3 [24]	97.1
SSD [9]	97.27
Proposed	98.55