Table 8 Some key indicators of baseline assessment based on different methods.

From: The optimization of youth football training using deep learning and artificial intelligence

Model

Accuracy

AP

Recall

F1 score

The proposed model

94.6%

84.6%

84.2%

89.2%

Traditional computer vision

77.3%

66.8%

68.5%

72.1%

Simple machine learning model

87.8%

82.5%

80.6%

84.4%