Research Article
Multilevel Attention and Multiscale Feature Fusion Network for Author Classification of Chinese Ink-Wash Paintings
Table 4
Accuracy comparison of the ablation experiment on the Case-3 category of the dataset.
| Artists/methods | Ours-mid | Ours-spatial | Ours-channel | Ours-fusion | Proposed |
| Cao Jianlou | 85.2 | 83.4 | 87.3 | 85.2 | 88.3 | Li Xiaoming | 84.5 | 85.1 | 84.8 | 82.4 | 86.7 | Lu Yanshao | 87.1 | 85.6 | 86.2 | 85.3 | 88.4 | Zhu Da | 86.0 | 85.7 | 87.5 | 87.6 | 88.2 | Zeng Xiaolian | 86.8 | 89.3 | 89.1 | 88.7 | 92.4 | Xu Beihong | 89.2 | 88.2 | 90.8 | 89.1 | 91.2 | Average | 86.5 | 86.2 | 87.6 | 86.4 | 89.2 |
|
|