Table 3 Comparison between the proposed method and other comparative methods in identifying the styles of artworks.

From: A novel model for cultural-based classification of liberal arts using deep reinforcement learning

Methods

Accuracy

Precision

Recall

F-Measure

Proposed

88.6549

0.8240

0.8866

0.8439

Proposed (no LABHO)

76.4425

0.6931

0.7620

0.7091

Proposed (BHO only)

82.3953

0.7532

0.8237

0.7731

Mohammdi et al. 26

81.2684

0.7430

0.8096

0.7611

Yang 22

77.1327

0.7002

0.7709

0.7172

Zhao et al. 23

84.2419

0.7745

0.8435

0.7944